diff --git a/models/intel/action-recognition-0001/README.md b/models/intel/action-recognition-0001/README.md
index 62d909a1e2c..1bc126eee31 100644
--- a/models/intel/action-recognition-0001/README.md
+++ b/models/intel/action-recognition-0001/README.md
@@ -7,7 +7,7 @@ Please refer to the [kinetics](https://deepmind.com/research/open-source/open-so
## Example
-![](./description/demo.png)
+![](./assets/demo.png)
## Composite model specification
diff --git a/models/intel/action-recognition-0001/description/demo.png b/models/intel/action-recognition-0001/assets/demo.png
similarity index 100%
rename from models/intel/action-recognition-0001/description/demo.png
rename to models/intel/action-recognition-0001/assets/demo.png
diff --git a/models/intel/age-gender-recognition-retail-0013/README.md b/models/intel/age-gender-recognition-retail-0013/README.md
index 221fb2289e4..93223902ddf 100644
--- a/models/intel/age-gender-recognition-retail-0013/README.md
+++ b/models/intel/age-gender-recognition-retail-0013/README.md
@@ -14,9 +14,9 @@ applicable for children since their faces were not in the training set.
| Input Image | Result |
|-----------------------------------------------|---------------|
-| ![](./description/age-gender-recognition-retail-0001.jpg) | Female, 18.97 |
-| ![](./description/age-gender-recognition-retail-0002.png) | Male, 26.52 |
-| ![](./description/age-gender-recognition-retail-0003.png) | Male, 33.41 |
+| ![](./assets/age-gender-recognition-retail-0001.jpg) | Female, 18.97 |
+| ![](./assets/age-gender-recognition-retail-0002.png) | Male, 26.52 |
+| ![](./assets/age-gender-recognition-retail-0003.png) | Male, 33.41 |
## Specification
diff --git a/models/intel/age-gender-recognition-retail-0013/description/age-gender-recognition-retail-0001.jpg b/models/intel/age-gender-recognition-retail-0013/assets/age-gender-recognition-retail-0001.jpg
similarity index 100%
rename from models/intel/age-gender-recognition-retail-0013/description/age-gender-recognition-retail-0001.jpg
rename to models/intel/age-gender-recognition-retail-0013/assets/age-gender-recognition-retail-0001.jpg
diff --git a/models/intel/age-gender-recognition-retail-0013/description/age-gender-recognition-retail-0002.png b/models/intel/age-gender-recognition-retail-0013/assets/age-gender-recognition-retail-0002.png
similarity index 100%
rename from models/intel/age-gender-recognition-retail-0013/description/age-gender-recognition-retail-0002.png
rename to models/intel/age-gender-recognition-retail-0013/assets/age-gender-recognition-retail-0002.png
diff --git a/models/intel/age-gender-recognition-retail-0013/description/age-gender-recognition-retail-0003.png b/models/intel/age-gender-recognition-retail-0013/assets/age-gender-recognition-retail-0003.png
similarity index 100%
rename from models/intel/age-gender-recognition-retail-0013/description/age-gender-recognition-retail-0003.png
rename to models/intel/age-gender-recognition-retail-0013/assets/age-gender-recognition-retail-0003.png
diff --git a/models/intel/asl-recognition-0004/README.md b/models/intel/asl-recognition-0004/README.md
index 19cd01960fa..46842a8d848 100644
--- a/models/intel/asl-recognition-0004/README.md
+++ b/models/intel/asl-recognition-0004/README.md
@@ -12,7 +12,7 @@ on the input clip.
## Example
-![](./description/asl-recognition-0004.jpg)
+![](./assets/asl-recognition-0004.jpg)
## Specification
diff --git a/models/intel/asl-recognition-0004/description/asl-recognition-0004.jpg b/models/intel/asl-recognition-0004/assets/asl-recognition-0004.jpg
similarity index 100%
rename from models/intel/asl-recognition-0004/description/asl-recognition-0004.jpg
rename to models/intel/asl-recognition-0004/assets/asl-recognition-0004.jpg
diff --git a/models/intel/driver-action-recognition-adas-0002/README.md b/models/intel/driver-action-recognition-adas-0002/README.md
index e79710bd793..72fcdce5eff 100644
--- a/models/intel/driver-action-recognition-adas-0002/README.md
+++ b/models/intel/driver-action-recognition-adas-0002/README.md
@@ -6,7 +6,7 @@ This is an action recognition composite model for the driver monitoring use case
## Example
-![](./description/action-recognition-kelly.png)
+![](./assets/action-recognition-kelly.png)
## Composite model specification
diff --git a/models/intel/driver-action-recognition-adas-0002/description/action-recognition-kelly.png b/models/intel/driver-action-recognition-adas-0002/assets/action-recognition-kelly.png
similarity index 100%
rename from models/intel/driver-action-recognition-adas-0002/description/action-recognition-kelly.png
rename to models/intel/driver-action-recognition-adas-0002/assets/action-recognition-kelly.png
diff --git a/models/intel/emotions-recognition-retail-0003/README.md b/models/intel/emotions-recognition-retail-0003/README.md
index 876a8420156..e183451e649 100644
--- a/models/intel/emotions-recognition-retail-0003/README.md
+++ b/models/intel/emotions-recognition-retail-0003/README.md
@@ -14,7 +14,7 @@ only the images containing five aforementioned emotions is chosen. The total amo
| Input Image | Result |
|---------------------------------------------|---------------|
-| ![](./description/emotions-recognition-retail-0003.jpg) | Happiness |
+| ![](./assets/emotions-recognition-retail-0003.jpg) | Happiness |
## Specification
diff --git a/models/intel/emotions-recognition-retail-0003/description/emotions-recognition-retail-0003.jpg b/models/intel/emotions-recognition-retail-0003/assets/emotions-recognition-retail-0003.jpg
similarity index 100%
rename from models/intel/emotions-recognition-retail-0003/description/emotions-recognition-retail-0003.jpg
rename to models/intel/emotions-recognition-retail-0003/assets/emotions-recognition-retail-0003.jpg
diff --git a/models/intel/face-detection-0200/README.md b/models/intel/face-detection-0200/README.md
index 6559e059c5e..0c450237309 100644
--- a/models/intel/face-detection-0200/README.md
+++ b/models/intel/face-detection-0200/README.md
@@ -8,7 +8,7 @@ During the training of this model, training images were resized to 256x256.
## Example
-![](./description/face-detection-0200.png)
+![](./assets/face-detection-0200.png)
## Specification
diff --git a/models/intel/face-detection-0200/description/face-detection-0200.png b/models/intel/face-detection-0200/assets/face-detection-0200.png
similarity index 100%
rename from models/intel/face-detection-0200/description/face-detection-0200.png
rename to models/intel/face-detection-0200/assets/face-detection-0200.png
diff --git a/models/intel/face-detection-0202/README.md b/models/intel/face-detection-0202/README.md
index 64e82674b69..716c8b06bca 100644
--- a/models/intel/face-detection-0202/README.md
+++ b/models/intel/face-detection-0202/README.md
@@ -8,7 +8,7 @@ During the training of this model, training images were resized to 384x384.
## Example
-![](./description/face-detection-0202.png)
+![](./assets/face-detection-0202.png)
## Specification
diff --git a/models/intel/face-detection-0202/description/face-detection-0202.png b/models/intel/face-detection-0202/assets/face-detection-0202.png
similarity index 100%
rename from models/intel/face-detection-0202/description/face-detection-0202.png
rename to models/intel/face-detection-0202/assets/face-detection-0202.png
diff --git a/models/intel/face-detection-0204/README.md b/models/intel/face-detection-0204/README.md
index de98dd6271a..2ee2d4a0d58 100644
--- a/models/intel/face-detection-0204/README.md
+++ b/models/intel/face-detection-0204/README.md
@@ -8,7 +8,7 @@ During the training of this model, training images were resized to 448x448.
## Example
-![](./description/face-detection-0204.png)
+![](./assets/face-detection-0204.png)
## Specification
diff --git a/models/intel/face-detection-0204/description/face-detection-0204.png b/models/intel/face-detection-0204/assets/face-detection-0204.png
similarity index 100%
rename from models/intel/face-detection-0204/description/face-detection-0204.png
rename to models/intel/face-detection-0204/assets/face-detection-0204.png
diff --git a/models/intel/face-detection-0205/README.md b/models/intel/face-detection-0205/README.md
index e2917275205..8cc1a467c0a 100644
--- a/models/intel/face-detection-0205/README.md
+++ b/models/intel/face-detection-0205/README.md
@@ -7,7 +7,7 @@ FCOS head for indoor and outdoor scenes shot by a front-facing camera.
## Example
-![](./description/face-detection-0205.png)
+![](./assets/face-detection-0205.png)
## Specification
diff --git a/models/intel/face-detection-0205/description/face-detection-0205.png b/models/intel/face-detection-0205/assets/face-detection-0205.png
similarity index 100%
rename from models/intel/face-detection-0205/description/face-detection-0205.png
rename to models/intel/face-detection-0205/assets/face-detection-0205.png
diff --git a/models/intel/face-detection-0206/README.md b/models/intel/face-detection-0206/README.md
index 66e15475f7b..68e96094425 100644
--- a/models/intel/face-detection-0206/README.md
+++ b/models/intel/face-detection-0206/README.md
@@ -7,7 +7,7 @@ ATSS head for indoor and outdoor scenes shot by a front-facing camera.
## Example
-![](./description/face-detection-0206.png)
+![](./assets/face-detection-0206.png)
## Specification
diff --git a/models/intel/face-detection-0206/description/face-detection-0206.png b/models/intel/face-detection-0206/assets/face-detection-0206.png
similarity index 100%
rename from models/intel/face-detection-0206/description/face-detection-0206.png
rename to models/intel/face-detection-0206/assets/face-detection-0206.png
diff --git a/models/intel/face-detection-adas-0001/README.md b/models/intel/face-detection-adas-0001/README.md
index 6e543ff034e..1bd66b15148 100644
--- a/models/intel/face-detection-adas-0001/README.md
+++ b/models/intel/face-detection-adas-0001/README.md
@@ -8,7 +8,7 @@ amount of computation for the 3x3 convolution block.
## Example
-![](./description/face-detection-adas-0001.png)
+![](./assets/face-detection-adas-0001.png)
## Specification
diff --git a/models/intel/face-detection-adas-0001/description/face-detection-adas-0001.png b/models/intel/face-detection-adas-0001/assets/face-detection-adas-0001.png
similarity index 100%
rename from models/intel/face-detection-adas-0001/description/face-detection-adas-0001.png
rename to models/intel/face-detection-adas-0001/assets/face-detection-adas-0001.png
diff --git a/models/intel/face-detection-retail-0004/README.md b/models/intel/face-detection-retail-0004/README.md
index d74b711cc2a..fd0dc6b7503 100644
--- a/models/intel/face-detection-retail-0004/README.md
+++ b/models/intel/face-detection-retail-0004/README.md
@@ -9,7 +9,7 @@ head from 1/16 scale feature map has nine clustered prior boxes.
## Example
-![](./description/face-detection-retail-0001.png)
+![](./assets/face-detection-retail-0001.png)
## Specification
diff --git a/models/intel/face-detection-retail-0004/description/face-detection-retail-0001.png b/models/intel/face-detection-retail-0004/assets/face-detection-retail-0001.png
similarity index 100%
rename from models/intel/face-detection-retail-0004/description/face-detection-retail-0001.png
rename to models/intel/face-detection-retail-0004/assets/face-detection-retail-0001.png
diff --git a/models/intel/face-detection-retail-0005/README.md b/models/intel/face-detection-retail-0005/README.md
index 7c172f5795f..9cbb3e81f5a 100644
--- a/models/intel/face-detection-retail-0005/README.md
+++ b/models/intel/face-detection-retail-0005/README.md
@@ -8,7 +8,7 @@ head from 1/16 scale feature map has nine clustered prior boxes.
## Example
-![](./description/face-detection-retail-0001.png)
+![](./assets/face-detection-retail-0001.png)
## Specification
diff --git a/models/intel/face-detection-retail-0005/description/face-detection-retail-0001.png b/models/intel/face-detection-retail-0005/assets/face-detection-retail-0001.png
similarity index 100%
rename from models/intel/face-detection-retail-0005/description/face-detection-retail-0001.png
rename to models/intel/face-detection-retail-0005/assets/face-detection-retail-0001.png
diff --git a/models/intel/facial-landmarks-35-adas-0002/README.md b/models/intel/facial-landmarks-35-adas-0002/README.md
index eb2c6ff0727..ba631c04f0a 100644
--- a/models/intel/facial-landmarks-35-adas-0002/README.md
+++ b/models/intel/facial-landmarks-35-adas-0002/README.md
@@ -6,7 +6,7 @@ This is a custom-architecture convolutional neural network for 35 facial landmar
## Example and Landmarks Definition
-![](./description/landmarks_illustration.png)
+![](./assets/landmarks_illustration.png)
[Left Eye]
**p0, p1**: corners of the eye, located on the boundary of the eyeball and the eyelid.
@@ -47,7 +47,7 @@ A 1000-sample random subset of a large internal dataset containing images of 300
The quality of landmarks' positions prediction is evaluated through the use of Normed Error (NE). The error for the ith sample has the form:
-![](./description/error_formula.png)
+![](./assets/error_formula.png)
where N is the number of landmarks, _p_-hat and _p_ are, correspondingly, the prediction and ground truth vectors of the kth landmark of the ith sample, and di is the interocular distance for the ith sample.
diff --git a/models/intel/facial-landmarks-35-adas-0002/description/error_formula.png b/models/intel/facial-landmarks-35-adas-0002/assets/error_formula.png
similarity index 100%
rename from models/intel/facial-landmarks-35-adas-0002/description/error_formula.png
rename to models/intel/facial-landmarks-35-adas-0002/assets/error_formula.png
diff --git a/models/intel/facial-landmarks-35-adas-0002/description/landmarks_illustration.png b/models/intel/facial-landmarks-35-adas-0002/assets/landmarks_illustration.png
similarity index 100%
rename from models/intel/facial-landmarks-35-adas-0002/description/landmarks_illustration.png
rename to models/intel/facial-landmarks-35-adas-0002/assets/landmarks_illustration.png
diff --git a/models/intel/formula-recognition-medium-scan-0001/README.md b/models/intel/formula-recognition-medium-scan-0001/README.md
index 40becca1fa9..5503635670e 100644
--- a/models/intel/formula-recognition-medium-scan-0001/README.md
+++ b/models/intel/formula-recognition-medium-scan-0001/README.md
@@ -10,7 +10,7 @@ Vocabulary file is located under corresponding model configuration directory, `<
## Example of the input data
-![](./description/formula-recognition-medium-scan-0001.png)
+![](./assets/formula-recognition-medium-scan-0001.png)
## Example of the output
diff --git a/models/intel/formula-recognition-medium-scan-0001/description/formula-recognition-medium-scan-0001.png b/models/intel/formula-recognition-medium-scan-0001/assets/formula-recognition-medium-scan-0001.png
similarity index 100%
rename from models/intel/formula-recognition-medium-scan-0001/description/formula-recognition-medium-scan-0001.png
rename to models/intel/formula-recognition-medium-scan-0001/assets/formula-recognition-medium-scan-0001.png
diff --git a/models/intel/formula-recognition-polynomials-handwritten-0001/README.md b/models/intel/formula-recognition-polynomials-handwritten-0001/README.md
index 39e61d8706d..481cc7695eb 100644
--- a/models/intel/formula-recognition-polynomials-handwritten-0001/README.md
+++ b/models/intel/formula-recognition-polynomials-handwritten-0001/README.md
@@ -12,7 +12,7 @@ Vocabulary file is located under corresponding model configuration directory, `<
## Example of the input data
-![](./description/formula-recognition-polynomials-handwritten-0001.png)
+![](./assets/formula-recognition-polynomials-handwritten-0001.png)
## Example of the output
diff --git a/models/intel/formula-recognition-polynomials-handwritten-0001/description/formula-recognition-polynomials-handwritten-0001.png b/models/intel/formula-recognition-polynomials-handwritten-0001/assets/formula-recognition-polynomials-handwritten-0001.png
similarity index 100%
rename from models/intel/formula-recognition-polynomials-handwritten-0001/description/formula-recognition-polynomials-handwritten-0001.png
rename to models/intel/formula-recognition-polynomials-handwritten-0001/assets/formula-recognition-polynomials-handwritten-0001.png
diff --git a/models/intel/gaze-estimation-adas-0002/README.md b/models/intel/gaze-estimation-adas-0002/README.md
index 134adc22b8a..19d0ea76c44 100644
--- a/models/intel/gaze-estimation-adas-0002/README.md
+++ b/models/intel/gaze-estimation-adas-0002/README.md
@@ -6,7 +6,7 @@ This is a custom VGG-like convolutional neural network for gaze direction estima
## Example and Gaze Vector Definition
-![](./description/ill_for_gaze.png)
+![](./assets/ill_for_gaze.png)
The network takes three inputs: square crop of left eye image, square crop of right eye image, and three head pose angles - (yaw, pitch, and roll) (see figure). The network outputs 3-D vector corresponding to the direction of a person's gaze in a Cartesian coordinate system in which z-axis is directed from person's eyes (mid-point between left and right eyes' centers) to the camera center, y-axis is vertical, and x-axis is orthogonal to both z,y axes so that (x,y,z) constitute a right-handed coordinate system.
diff --git a/models/intel/gaze-estimation-adas-0002/description/ill_for_gaze.png b/models/intel/gaze-estimation-adas-0002/assets/ill_for_gaze.png
similarity index 100%
rename from models/intel/gaze-estimation-adas-0002/description/ill_for_gaze.png
rename to models/intel/gaze-estimation-adas-0002/assets/ill_for_gaze.png
diff --git a/models/intel/handwritten-japanese-recognition-0001/README.md b/models/intel/handwritten-japanese-recognition-0001/README.md
index 42a8660c372..3fc316b60c8 100644
--- a/models/intel/handwritten-japanese-recognition-0001/README.md
+++ b/models/intel/handwritten-japanese-recognition-0001/README.md
@@ -8,7 +8,7 @@ The network is able to recognize Japanese text consisting of characters in the [
## Example
-![](./description/test.png) -> 菊池朋子
+![](./assets/test.png) -> 菊池朋子
## Specification
diff --git a/models/intel/handwritten-japanese-recognition-0001/description/test.png b/models/intel/handwritten-japanese-recognition-0001/assets/test.png
similarity index 100%
rename from models/intel/handwritten-japanese-recognition-0001/description/test.png
rename to models/intel/handwritten-japanese-recognition-0001/assets/test.png
diff --git a/models/intel/handwritten-score-recognition-0003/README.md b/models/intel/handwritten-score-recognition-0003/README.md
index d944389fb9b..844f587b337 100644
--- a/models/intel/handwritten-score-recognition-0003/README.md
+++ b/models/intel/handwritten-score-recognition-0003/README.md
@@ -8,7 +8,7 @@ The network is able to recognize school marks that should have format either ` Mark2.5
+![](./assets/shot_25.png) -> Mark2.5
## Specification
diff --git a/models/intel/handwritten-score-recognition-0003/description/shot_25.png b/models/intel/handwritten-score-recognition-0003/assets/shot_25.png
similarity index 100%
rename from models/intel/handwritten-score-recognition-0003/description/shot_25.png
rename to models/intel/handwritten-score-recognition-0003/assets/shot_25.png
diff --git a/models/intel/handwritten-simplified-chinese-recognition-0001/README.md b/models/intel/handwritten-simplified-chinese-recognition-0001/README.md
index 45385fca39f..f9009ef05e3 100644
--- a/models/intel/handwritten-simplified-chinese-recognition-0001/README.md
+++ b/models/intel/handwritten-simplified-chinese-recognition-0001/README.md
@@ -8,7 +8,7 @@ The network is able to recognize simplified Chinese text consisting of character
## Example
-![](./description/test.png) -> 的人不一了是他有为在责新中任自之我们
+![](./assets/test.png) -> 的人不一了是他有为在责新中任自之我们
## Specification
diff --git a/models/intel/handwritten-simplified-chinese-recognition-0001/description/test.png b/models/intel/handwritten-simplified-chinese-recognition-0001/assets/test.png
similarity index 100%
rename from models/intel/handwritten-simplified-chinese-recognition-0001/description/test.png
rename to models/intel/handwritten-simplified-chinese-recognition-0001/assets/test.png
diff --git a/models/intel/head-pose-estimation-adas-0001/README.md b/models/intel/head-pose-estimation-adas-0001/README.md
index 657a4f8e09a..df697054a9c 100644
--- a/models/intel/head-pose-estimation-adas-0001/README.md
+++ b/models/intel/head-pose-estimation-adas-0001/README.md
@@ -12,7 +12,7 @@ one output.
## Example
-![](./description/head-pose-estimation-adas-0001.png)
+![](./assets/head-pose-estimation-adas-0001.png)
## Specification
diff --git a/models/intel/head-pose-estimation-adas-0001/description/head-pose-estimation-adas-0001.png b/models/intel/head-pose-estimation-adas-0001/assets/head-pose-estimation-adas-0001.png
similarity index 100%
rename from models/intel/head-pose-estimation-adas-0001/description/head-pose-estimation-adas-0001.png
rename to models/intel/head-pose-estimation-adas-0001/assets/head-pose-estimation-adas-0001.png
diff --git a/models/intel/horizontal-text-detection-0001/README.md b/models/intel/horizontal-text-detection-0001/README.md
index 268e5ef55f1..9c655955b2e 100644
--- a/models/intel/horizontal-text-detection-0001/README.md
+++ b/models/intel/horizontal-text-detection-0001/README.md
@@ -8,7 +8,7 @@ The key benefit of this model compared to the [base model](../text-detection-000
## Example
-![](./description/horizontal-text-detection-0001.png)
+![](./assets/horizontal-text-detection-0001.png)
## Specification
diff --git a/models/intel/horizontal-text-detection-0001/description/horizontal-text-detection-0001.png b/models/intel/horizontal-text-detection-0001/assets/horizontal-text-detection-0001.png
similarity index 100%
rename from models/intel/horizontal-text-detection-0001/description/horizontal-text-detection-0001.png
rename to models/intel/horizontal-text-detection-0001/assets/horizontal-text-detection-0001.png
diff --git a/models/intel/human-pose-estimation-0001/README.md b/models/intel/human-pose-estimation-0001/README.md
index 75d28bde96e..584679a141e 100644
--- a/models/intel/human-pose-estimation-0001/README.md
+++ b/models/intel/human-pose-estimation-0001/README.md
@@ -8,7 +8,7 @@ The pose may contain up to 18 keypoints: ears, eyes, nose, neck, shoulders, elbo
## Example
-![](./description/human-pose-estimation-0001.png)
+![](./assets/human-pose-estimation-0001.png)
## Specification
diff --git a/models/intel/human-pose-estimation-0001/description/human-pose-estimation-0001.png b/models/intel/human-pose-estimation-0001/assets/human-pose-estimation-0001.png
similarity index 100%
rename from models/intel/human-pose-estimation-0001/description/human-pose-estimation-0001.png
rename to models/intel/human-pose-estimation-0001/assets/human-pose-estimation-0001.png
diff --git a/models/intel/human-pose-estimation-0005/README.md b/models/intel/human-pose-estimation-0005/README.md
index 7a34505dc78..5802728cdfc 100644
--- a/models/intel/human-pose-estimation-0005/README.md
+++ b/models/intel/human-pose-estimation-0005/README.md
@@ -8,7 +8,7 @@ The pose may contain up to 17 keypoints: ears, eyes, nose, shoulders, elbows, wr
## Example
-![](./description/human-pose-estimation-0005.png)
+![](./assets/human-pose-estimation-0005.png)
## Specification
diff --git a/models/intel/human-pose-estimation-0005/description/human-pose-estimation-0005.png b/models/intel/human-pose-estimation-0005/assets/human-pose-estimation-0005.png
similarity index 100%
rename from models/intel/human-pose-estimation-0005/description/human-pose-estimation-0005.png
rename to models/intel/human-pose-estimation-0005/assets/human-pose-estimation-0005.png
diff --git a/models/intel/human-pose-estimation-0006/README.md b/models/intel/human-pose-estimation-0006/README.md
index 38ef55676e8..9bfa5d6c16b 100644
--- a/models/intel/human-pose-estimation-0006/README.md
+++ b/models/intel/human-pose-estimation-0006/README.md
@@ -8,7 +8,7 @@ The pose may contain up to 17 keypoints: ears, eyes, nose, shoulders, elbows, wr
## Example
-![](./description/human-pose-estimation-0006.png)
+![](./assets/human-pose-estimation-0006.png)
## Specification
diff --git a/models/intel/human-pose-estimation-0006/description/human-pose-estimation-0006.png b/models/intel/human-pose-estimation-0006/assets/human-pose-estimation-0006.png
similarity index 100%
rename from models/intel/human-pose-estimation-0006/description/human-pose-estimation-0006.png
rename to models/intel/human-pose-estimation-0006/assets/human-pose-estimation-0006.png
diff --git a/models/intel/human-pose-estimation-0007/README.md b/models/intel/human-pose-estimation-0007/README.md
index 57090735d66..f652f9f76ff 100644
--- a/models/intel/human-pose-estimation-0007/README.md
+++ b/models/intel/human-pose-estimation-0007/README.md
@@ -8,7 +8,7 @@ The pose may contain up to 17 keypoints: ears, eyes, nose, shoulders, elbows, wr
## Example
-![](./description/human-pose-estimation-0007.png)
+![](./assets/human-pose-estimation-0007.png)
## Specification
diff --git a/models/intel/human-pose-estimation-0007/description/human-pose-estimation-0007.png b/models/intel/human-pose-estimation-0007/assets/human-pose-estimation-0007.png
similarity index 100%
rename from models/intel/human-pose-estimation-0007/description/human-pose-estimation-0007.png
rename to models/intel/human-pose-estimation-0007/assets/human-pose-estimation-0007.png
diff --git a/models/intel/image-retrieval-0001/README.md b/models/intel/image-retrieval-0001/README.md
index 5becb6458ec..901396fe5f8 100644
--- a/models/intel/image-retrieval-0001/README.md
+++ b/models/intel/image-retrieval-0001/README.md
@@ -6,7 +6,7 @@ Image retrieval model based on [MobileNetV2](https://arxiv.org/abs/1801.04381) a
## Example
-![](./description/image-retrieval-0001.jpg)
+![](./assets/image-retrieval-0001.jpg)
## Specification
diff --git a/models/intel/image-retrieval-0001/description/image-retrieval-0001.jpg b/models/intel/image-retrieval-0001/assets/image-retrieval-0001.jpg
similarity index 100%
rename from models/intel/image-retrieval-0001/description/image-retrieval-0001.jpg
rename to models/intel/image-retrieval-0001/assets/image-retrieval-0001.jpg
diff --git a/models/intel/instance-segmentation-security-0002/README.md b/models/intel/instance-segmentation-security-0002/README.md
index 7931e57769e..3fd34f648c2 100644
--- a/models/intel/instance-segmentation-security-0002/README.md
+++ b/models/intel/instance-segmentation-security-0002/README.md
@@ -8,7 +8,7 @@ segmentation heads.
## Example
-![](./description/instance-segmentation-security-0002.png)
+![](./assets/instance-segmentation-security-0002.png)
## Specification
diff --git a/models/intel/instance-segmentation-security-0002/description/instance-segmentation-security-0002.png b/models/intel/instance-segmentation-security-0002/assets/instance-segmentation-security-0002.png
similarity index 100%
rename from models/intel/instance-segmentation-security-0002/description/instance-segmentation-security-0002.png
rename to models/intel/instance-segmentation-security-0002/assets/instance-segmentation-security-0002.png
diff --git a/models/intel/instance-segmentation-security-0091/README.md b/models/intel/instance-segmentation-security-0091/README.md
index 7a6e8781543..44743bbaa1a 100644
--- a/models/intel/instance-segmentation-security-0091/README.md
+++ b/models/intel/instance-segmentation-security-0091/README.md
@@ -8,7 +8,7 @@ FPN, RPN, detection and segmentation heads.
## Example
-![](./description/instance-segmentation-security-0091.png)
+![](./assets/instance-segmentation-security-0091.png)
## Specification
diff --git a/models/intel/instance-segmentation-security-0091/description/instance-segmentation-security-0091.png b/models/intel/instance-segmentation-security-0091/assets/instance-segmentation-security-0091.png
similarity index 100%
rename from models/intel/instance-segmentation-security-0091/description/instance-segmentation-security-0091.png
rename to models/intel/instance-segmentation-security-0091/assets/instance-segmentation-security-0091.png
diff --git a/models/intel/instance-segmentation-security-0228/README.md b/models/intel/instance-segmentation-security-0228/README.md
index 8d297a461c2..8f78d766b80 100644
--- a/models/intel/instance-segmentation-security-0228/README.md
+++ b/models/intel/instance-segmentation-security-0228/README.md
@@ -8,7 +8,7 @@ detection and segmentation heads.
## Example
-![](./description/instance-segmentation-security-0228.png)
+![](./assets/instance-segmentation-security-0228.png)
## Specification
diff --git a/models/intel/instance-segmentation-security-0228/description/instance-segmentation-security-0228.png b/models/intel/instance-segmentation-security-0228/assets/instance-segmentation-security-0228.png
similarity index 100%
rename from models/intel/instance-segmentation-security-0228/description/instance-segmentation-security-0228.png
rename to models/intel/instance-segmentation-security-0228/assets/instance-segmentation-security-0228.png
diff --git a/models/intel/instance-segmentation-security-1039/README.md b/models/intel/instance-segmentation-security-1039/README.md
index 35c2c629280..9725733af22 100644
--- a/models/intel/instance-segmentation-security-1039/README.md
+++ b/models/intel/instance-segmentation-security-1039/README.md
@@ -8,7 +8,7 @@ detection and segmentation heads.
## Example
-![](./description/instance-segmentation-security-1039.png)
+![](./assets/instance-segmentation-security-1039.png)
## Specification
diff --git a/models/intel/instance-segmentation-security-1039/description/instance-segmentation-security-1039.png b/models/intel/instance-segmentation-security-1039/assets/instance-segmentation-security-1039.png
similarity index 100%
rename from models/intel/instance-segmentation-security-1039/description/instance-segmentation-security-1039.png
rename to models/intel/instance-segmentation-security-1039/assets/instance-segmentation-security-1039.png
diff --git a/models/intel/instance-segmentation-security-1040/README.md b/models/intel/instance-segmentation-security-1040/README.md
index 0ec4976f197..1991829c69e 100644
--- a/models/intel/instance-segmentation-security-1040/README.md
+++ b/models/intel/instance-segmentation-security-1040/README.md
@@ -8,7 +8,7 @@ detection and segmentation heads.
## Example
-![](./description/instance-segmentation-security-1040.png)
+![](./assets/instance-segmentation-security-1040.png)
## Specification
diff --git a/models/intel/instance-segmentation-security-1040/description/instance-segmentation-security-1040.png b/models/intel/instance-segmentation-security-1040/assets/instance-segmentation-security-1040.png
similarity index 100%
rename from models/intel/instance-segmentation-security-1040/description/instance-segmentation-security-1040.png
rename to models/intel/instance-segmentation-security-1040/assets/instance-segmentation-security-1040.png
diff --git a/models/intel/landmarks-regression-retail-0009/README.md b/models/intel/landmarks-regression-retail-0009/README.md
index fb687ffbfb4..e62aee0158e 100644
--- a/models/intel/landmarks-regression-retail-0009/README.md
+++ b/models/intel/landmarks-regression-retail-0009/README.md
@@ -6,7 +6,7 @@ This is a lightweight landmarks regressor for the Smart Classroom scenario. It h
## Example
-![](./description/landmarks-regression-retail-0009.png)
+![](./assets/landmarks-regression-retail-0009.png)
## Specification
@@ -20,7 +20,7 @@ This is a lightweight landmarks regressor for the Smart Classroom scenario. It h
Normed Error (NE) for ith sample has the following form:
-![](./description/normed_error.png)
+![](./assets/normed_error.png)
where N is the number of landmarks, _p_-hat and _p_ are, correspondingly, the prediction and ground truth vectors of kth landmark of ith sample, and di is the interocular distance for ith sample.
diff --git a/models/intel/landmarks-regression-retail-0009/description/landmarks-regression-retail-0009.png b/models/intel/landmarks-regression-retail-0009/assets/landmarks-regression-retail-0009.png
similarity index 100%
rename from models/intel/landmarks-regression-retail-0009/description/landmarks-regression-retail-0009.png
rename to models/intel/landmarks-regression-retail-0009/assets/landmarks-regression-retail-0009.png
diff --git a/models/intel/landmarks-regression-retail-0009/description/normed_error.png b/models/intel/landmarks-regression-retail-0009/assets/normed_error.png
similarity index 100%
rename from models/intel/landmarks-regression-retail-0009/description/normed_error.png
rename to models/intel/landmarks-regression-retail-0009/assets/normed_error.png
diff --git a/models/intel/license-plate-recognition-barrier-0001/README.md b/models/intel/license-plate-recognition-barrier-0001/README.md
index 1f888e6e236..1fe25010a7c 100644
--- a/models/intel/license-plate-recognition-barrier-0001/README.md
+++ b/models/intel/license-plate-recognition-barrier-0001/README.md
@@ -13,7 +13,7 @@ Chinese license plates in traffic.
**Note:** The license plates on the image were modified to protect the owners' privacy.
-![](./description/license-plate-recognition-barrier-0001.png)
+![](./assets/license-plate-recognition-barrier-0001.png)
## Specification
diff --git a/models/intel/license-plate-recognition-barrier-0001/description/license-plate-recognition-barrier-0001.png b/models/intel/license-plate-recognition-barrier-0001/assets/license-plate-recognition-barrier-0001.png
similarity index 100%
rename from models/intel/license-plate-recognition-barrier-0001/description/license-plate-recognition-barrier-0001.png
rename to models/intel/license-plate-recognition-barrier-0001/assets/license-plate-recognition-barrier-0001.png
diff --git a/models/intel/pedestrian-and-vehicle-detector-adas-0001/README.md b/models/intel/pedestrian-and-vehicle-detector-adas-0001/README.md
index 30ed8f50d44..3f1e76f5a35 100644
--- a/models/intel/pedestrian-and-vehicle-detector-adas-0001/README.md
+++ b/models/intel/pedestrian-and-vehicle-detector-adas-0001/README.md
@@ -6,7 +6,7 @@ Pedestrian and vehicle detection network based on MobileNet v1.0 + SSD.
## Example
-![](./description/pedestrian-and-vehicle-detector-adas-0001.png)
+![](./assets/pedestrian-and-vehicle-detector-adas-0001.png)
## Specification
diff --git a/models/intel/pedestrian-and-vehicle-detector-adas-0001/description/pedestrian-and-vehicle-detector-adas-0001.png b/models/intel/pedestrian-and-vehicle-detector-adas-0001/assets/pedestrian-and-vehicle-detector-adas-0001.png
similarity index 100%
rename from models/intel/pedestrian-and-vehicle-detector-adas-0001/description/pedestrian-and-vehicle-detector-adas-0001.png
rename to models/intel/pedestrian-and-vehicle-detector-adas-0001/assets/pedestrian-and-vehicle-detector-adas-0001.png
diff --git a/models/intel/pedestrian-detection-adas-0002/README.md b/models/intel/pedestrian-detection-adas-0002/README.md
index 0ed2622b70c..a21de5697c0 100644
--- a/models/intel/pedestrian-detection-adas-0002/README.md
+++ b/models/intel/pedestrian-detection-adas-0002/README.md
@@ -6,7 +6,7 @@ Pedestrian detection network based on SSD framework with tuned MobileNet v1 as a
## Example
-![](./description/pedestrian-detection-adas-0002.png)
+![](./assets/pedestrian-detection-adas-0002.png)
## Specification
diff --git a/models/intel/pedestrian-detection-adas-0002/description/pedestrian-detection-adas-0002.png b/models/intel/pedestrian-detection-adas-0002/assets/pedestrian-detection-adas-0002.png
similarity index 100%
rename from models/intel/pedestrian-detection-adas-0002/description/pedestrian-detection-adas-0002.png
rename to models/intel/pedestrian-detection-adas-0002/assets/pedestrian-detection-adas-0002.png
diff --git a/models/intel/person-attributes-recognition-crossroad-0230/README.md b/models/intel/person-attributes-recognition-crossroad-0230/README.md
index a2bb230dd76..c0990f91662 100644
--- a/models/intel/person-attributes-recognition-crossroad-0230/README.md
+++ b/models/intel/person-attributes-recognition-crossroad-0230/README.md
@@ -6,11 +6,11 @@ This model presents a person attributes classification algorithm analysis scenar
## Examples
-![](./description/person-attributes-recognition-crossroad-230-1.png)
-![](./description/person-attributes-recognition-crossroad-230-2.png)
-![](./description/person-attributes-recognition-crossroad-230-3.png)
-![](./description/person-attributes-recognition-crossroad-230-4.png)
-![](./description/person-attributes-recognition-crossroad-230-5.png)
+![](./assets/person-attributes-recognition-crossroad-230-1.png)
+![](./assets/person-attributes-recognition-crossroad-230-2.png)
+![](./assets/person-attributes-recognition-crossroad-230-3.png)
+![](./assets/person-attributes-recognition-crossroad-230-4.png)
+![](./assets/person-attributes-recognition-crossroad-230-5.png)
## Specification
diff --git a/models/intel/person-attributes-recognition-crossroad-0230/description/person-attributes-recognition-crossroad-230-1.png b/models/intel/person-attributes-recognition-crossroad-0230/assets/person-attributes-recognition-crossroad-230-1.png
similarity index 100%
rename from models/intel/person-attributes-recognition-crossroad-0230/description/person-attributes-recognition-crossroad-230-1.png
rename to models/intel/person-attributes-recognition-crossroad-0230/assets/person-attributes-recognition-crossroad-230-1.png
diff --git a/models/intel/person-attributes-recognition-crossroad-0230/description/person-attributes-recognition-crossroad-230-2.png b/models/intel/person-attributes-recognition-crossroad-0230/assets/person-attributes-recognition-crossroad-230-2.png
similarity index 100%
rename from models/intel/person-attributes-recognition-crossroad-0230/description/person-attributes-recognition-crossroad-230-2.png
rename to models/intel/person-attributes-recognition-crossroad-0230/assets/person-attributes-recognition-crossroad-230-2.png
diff --git a/models/intel/person-attributes-recognition-crossroad-0230/description/person-attributes-recognition-crossroad-230-3.png b/models/intel/person-attributes-recognition-crossroad-0230/assets/person-attributes-recognition-crossroad-230-3.png
similarity index 100%
rename from models/intel/person-attributes-recognition-crossroad-0230/description/person-attributes-recognition-crossroad-230-3.png
rename to models/intel/person-attributes-recognition-crossroad-0230/assets/person-attributes-recognition-crossroad-230-3.png
diff --git a/models/intel/person-attributes-recognition-crossroad-0230/description/person-attributes-recognition-crossroad-230-4.png b/models/intel/person-attributes-recognition-crossroad-0230/assets/person-attributes-recognition-crossroad-230-4.png
similarity index 100%
rename from models/intel/person-attributes-recognition-crossroad-0230/description/person-attributes-recognition-crossroad-230-4.png
rename to models/intel/person-attributes-recognition-crossroad-0230/assets/person-attributes-recognition-crossroad-230-4.png
diff --git a/models/intel/person-attributes-recognition-crossroad-0230/description/person-attributes-recognition-crossroad-230-5.png b/models/intel/person-attributes-recognition-crossroad-0230/assets/person-attributes-recognition-crossroad-230-5.png
similarity index 100%
rename from models/intel/person-attributes-recognition-crossroad-0230/description/person-attributes-recognition-crossroad-230-5.png
rename to models/intel/person-attributes-recognition-crossroad-0230/assets/person-attributes-recognition-crossroad-230-5.png
diff --git a/models/intel/person-detection-0106/README.md b/models/intel/person-detection-0106/README.md
index 1a406125ae5..df0358e4c2a 100644
--- a/models/intel/person-detection-0106/README.md
+++ b/models/intel/person-detection-0106/README.md
@@ -7,7 +7,7 @@ backbone.
## Example
-![](./description/person-detection-0106.png)
+![](./assets/person-detection-0106.png)
## Specification
diff --git a/models/intel/person-detection-0106/description/person-detection-0106.png b/models/intel/person-detection-0106/assets/person-detection-0106.png
similarity index 100%
rename from models/intel/person-detection-0106/description/person-detection-0106.png
rename to models/intel/person-detection-0106/assets/person-detection-0106.png
diff --git a/models/intel/person-detection-0200/README.md b/models/intel/person-detection-0200/README.md
index 4e53541f9e9..81213e3086c 100644
--- a/models/intel/person-detection-0200/README.md
+++ b/models/intel/person-detection-0200/README.md
@@ -8,7 +8,7 @@ prior boxes for 256x256 resolution.
## Example
-![](./description/person-detection-0200.png)
+![](./assets/person-detection-0200.png)
## Specification
diff --git a/models/intel/person-detection-0200/description/person-detection-0200.png b/models/intel/person-detection-0200/assets/person-detection-0200.png
similarity index 100%
rename from models/intel/person-detection-0200/description/person-detection-0200.png
rename to models/intel/person-detection-0200/assets/person-detection-0200.png
diff --git a/models/intel/person-detection-0201/README.md b/models/intel/person-detection-0201/README.md
index 7f83cdd5297..70e56a63620 100644
--- a/models/intel/person-detection-0201/README.md
+++ b/models/intel/person-detection-0201/README.md
@@ -8,7 +8,7 @@ prior boxes for 384x384 resolution.
## Example
-![](./description/person-detection-0201.png)
+![](./assets/person-detection-0201.png)
## Specification
diff --git a/models/intel/person-detection-0201/description/person-detection-0201.png b/models/intel/person-detection-0201/assets/person-detection-0201.png
similarity index 100%
rename from models/intel/person-detection-0201/description/person-detection-0201.png
rename to models/intel/person-detection-0201/assets/person-detection-0201.png
diff --git a/models/intel/person-detection-0202/README.md b/models/intel/person-detection-0202/README.md
index e65769e0402..78b8aceec59 100644
--- a/models/intel/person-detection-0202/README.md
+++ b/models/intel/person-detection-0202/README.md
@@ -8,7 +8,7 @@ prior boxes for 512x512 resolution.
## Example
-![](./description/person-detection-0202.png)
+![](./assets/person-detection-0202.png)
## Specification
diff --git a/models/intel/person-detection-0202/description/person-detection-0202.png b/models/intel/person-detection-0202/assets/person-detection-0202.png
similarity index 100%
rename from models/intel/person-detection-0202/description/person-detection-0202.png
rename to models/intel/person-detection-0202/assets/person-detection-0202.png
diff --git a/models/intel/person-detection-0203/README.md b/models/intel/person-detection-0203/README.md
index 692a073fb89..52ecfa7f636 100644
--- a/models/intel/person-detection-0203/README.md
+++ b/models/intel/person-detection-0203/README.md
@@ -7,7 +7,7 @@ backbone with ATSS head for 864x480 resolution.
## Example
-![](./description/person-detection-0203.png)
+![](./assets/person-detection-0203.png)
## Specification
diff --git a/models/intel/person-detection-0203/description/person-detection-0203.png b/models/intel/person-detection-0203/assets/person-detection-0203.png
similarity index 100%
rename from models/intel/person-detection-0203/description/person-detection-0203.png
rename to models/intel/person-detection-0203/assets/person-detection-0203.png
diff --git a/models/intel/person-detection-action-recognition-0005/README.md b/models/intel/person-detection-action-recognition-0005/README.md
index 554a55947b0..07ff24c9ebf 100644
--- a/models/intel/person-detection-action-recognition-0005/README.md
+++ b/models/intel/person-detection-action-recognition-0005/README.md
@@ -6,7 +6,7 @@ This is an action detector for the Smart Classroom scenario. It is based on the
## Example
-![](./description/person-detection-action-recognition-0005.png)
+![](./assets/person-detection-action-recognition-0005.png)
## Specification
diff --git a/models/intel/person-detection-action-recognition-0005/description/person-detection-action-recognition-0005.png b/models/intel/person-detection-action-recognition-0005/assets/person-detection-action-recognition-0005.png
similarity index 100%
rename from models/intel/person-detection-action-recognition-0005/description/person-detection-action-recognition-0005.png
rename to models/intel/person-detection-action-recognition-0005/assets/person-detection-action-recognition-0005.png
diff --git a/models/intel/person-detection-action-recognition-0006/README.md b/models/intel/person-detection-action-recognition-0006/README.md
index 8bbfc257bdf..af33165853f 100644
--- a/models/intel/person-detection-action-recognition-0006/README.md
+++ b/models/intel/person-detection-action-recognition-0006/README.md
@@ -6,7 +6,7 @@ This is an action detector for the Smart Classroom scenario. It is based on the
## Example
-![](./description/person-detection-action-recognition-0006.png)
+![](./assets/person-detection-action-recognition-0006.png)
## Specification
diff --git a/models/intel/person-detection-action-recognition-0006/description/person-detection-action-recognition-0006.png b/models/intel/person-detection-action-recognition-0006/assets/person-detection-action-recognition-0006.png
similarity index 100%
rename from models/intel/person-detection-action-recognition-0006/description/person-detection-action-recognition-0006.png
rename to models/intel/person-detection-action-recognition-0006/assets/person-detection-action-recognition-0006.png
diff --git a/models/intel/person-detection-action-recognition-teacher-0002/README.md b/models/intel/person-detection-action-recognition-teacher-0002/README.md
index 12abb11af1a..adc67561aad 100644
--- a/models/intel/person-detection-action-recognition-teacher-0002/README.md
+++ b/models/intel/person-detection-action-recognition-teacher-0002/README.md
@@ -6,7 +6,7 @@ This is an action detector for the Smart Classroom scenario. It is based on the
## Example
-![](./description/person-detection-action-recognition-teacher-0002.png)
+![](./assets/person-detection-action-recognition-teacher-0002.png)
## Specification
diff --git a/models/intel/person-detection-action-recognition-teacher-0002/description/person-detection-action-recognition-teacher-0002.png b/models/intel/person-detection-action-recognition-teacher-0002/assets/person-detection-action-recognition-teacher-0002.png
similarity index 100%
rename from models/intel/person-detection-action-recognition-teacher-0002/description/person-detection-action-recognition-teacher-0002.png
rename to models/intel/person-detection-action-recognition-teacher-0002/assets/person-detection-action-recognition-teacher-0002.png
diff --git a/models/intel/person-detection-asl-0001/README.md b/models/intel/person-detection-asl-0001/README.md
index a4d83cd3cde..3020ac2da1d 100644
--- a/models/intel/person-detection-asl-0001/README.md
+++ b/models/intel/person-detection-asl-0001/README.md
@@ -6,7 +6,7 @@ This is a person detector for the ASL Recognition scenario. It is based on Shuff
## Example
-![](./description/person-detection-asl-0001.png)
+![](./assets/person-detection-asl-0001.png)
## Specification
diff --git a/models/intel/person-detection-asl-0001/description/person-detection-asl-0001.png b/models/intel/person-detection-asl-0001/assets/person-detection-asl-0001.png
similarity index 100%
rename from models/intel/person-detection-asl-0001/description/person-detection-asl-0001.png
rename to models/intel/person-detection-asl-0001/assets/person-detection-asl-0001.png
diff --git a/models/intel/person-detection-raisinghand-recognition-0001/README.md b/models/intel/person-detection-raisinghand-recognition-0001/README.md
index 19d24b95328..b740ef9545e 100644
--- a/models/intel/person-detection-raisinghand-recognition-0001/README.md
+++ b/models/intel/person-detection-raisinghand-recognition-0001/README.md
@@ -6,7 +6,7 @@ This is an action detector for the Smart Classroom scenario. It is based on the
## Example
-![](./description/person-detection-raisinghand-recognition-0001.png)
+![](./assets/person-detection-raisinghand-recognition-0001.png)
## Specification
diff --git a/models/intel/person-detection-raisinghand-recognition-0001/description/person-detection-raisinghand-recognition-0001.png b/models/intel/person-detection-raisinghand-recognition-0001/assets/person-detection-raisinghand-recognition-0001.png
similarity index 100%
rename from models/intel/person-detection-raisinghand-recognition-0001/description/person-detection-raisinghand-recognition-0001.png
rename to models/intel/person-detection-raisinghand-recognition-0001/assets/person-detection-raisinghand-recognition-0001.png
diff --git a/models/intel/person-detection-retail-0002/README.md b/models/intel/person-detection-retail-0002/README.md
index 55be7378eb7..8656ae89f30 100644
--- a/models/intel/person-detection-retail-0002/README.md
+++ b/models/intel/person-detection-retail-0002/README.md
@@ -6,7 +6,7 @@ This is a pedestrian detector based on backbone with hyper-feature + R-FCN for t
## Example
-![](./description/person-detection-retail-0002.png)
+![](./assets/person-detection-retail-0002.png)
## Specification
diff --git a/models/intel/person-detection-retail-0002/description/person-detection-retail-0002.png b/models/intel/person-detection-retail-0002/assets/person-detection-retail-0002.png
similarity index 100%
rename from models/intel/person-detection-retail-0002/description/person-detection-retail-0002.png
rename to models/intel/person-detection-retail-0002/assets/person-detection-retail-0002.png
diff --git a/models/intel/person-detection-retail-0013/README.md b/models/intel/person-detection-retail-0013/README.md
index 20ea113e4c5..55b6860cd73 100644
--- a/models/intel/person-detection-retail-0013/README.md
+++ b/models/intel/person-detection-retail-0013/README.md
@@ -9,7 +9,7 @@ feature map has 12 clustered prior boxes.
## Example
-![](./description/person-detection-retail-0013.png)
+![](./assets/person-detection-retail-0013.png)
## Specification
diff --git a/models/intel/person-detection-retail-0013/description/person-detection-retail-0013.png b/models/intel/person-detection-retail-0013/assets/person-detection-retail-0013.png
similarity index 100%
rename from models/intel/person-detection-retail-0013/description/person-detection-retail-0013.png
rename to models/intel/person-detection-retail-0013/assets/person-detection-retail-0013.png
diff --git a/models/intel/person-reidentification-retail-0277/README.md b/models/intel/person-reidentification-retail-0277/README.md
index a8178b70238..6aafba50bb9 100644
--- a/models/intel/person-reidentification-retail-0277/README.md
+++ b/models/intel/person-reidentification-retail-0277/README.md
@@ -11,7 +11,7 @@ feature map outputs an embedding vector of 256 floats.
## Example
-![](./description/person-reidentification-retail-0277.jpg)
+![](./assets/person-reidentification-retail-0277.jpg)
## Specification
diff --git a/models/intel/person-reidentification-retail-0277/description/person-reidentification-retail-0277.jpg b/models/intel/person-reidentification-retail-0277/assets/person-reidentification-retail-0277.jpg
similarity index 100%
rename from models/intel/person-reidentification-retail-0277/description/person-reidentification-retail-0277.jpg
rename to models/intel/person-reidentification-retail-0277/assets/person-reidentification-retail-0277.jpg
diff --git a/models/intel/person-reidentification-retail-0286/README.md b/models/intel/person-reidentification-retail-0286/README.md
index 02dd75705b3..cd5adc46565 100644
--- a/models/intel/person-reidentification-retail-0286/README.md
+++ b/models/intel/person-reidentification-retail-0286/README.md
@@ -11,7 +11,7 @@ feature map outputs an embedding vector of 256 floats.
## Example
-![](./description/person-reidentification-retail-0286.jpg)
+![](./assets/person-reidentification-retail-0286.jpg)
## Specification
diff --git a/models/intel/person-reidentification-retail-0286/description/person-reidentification-retail-0286.jpg b/models/intel/person-reidentification-retail-0286/assets/person-reidentification-retail-0286.jpg
similarity index 100%
rename from models/intel/person-reidentification-retail-0286/description/person-reidentification-retail-0286.jpg
rename to models/intel/person-reidentification-retail-0286/assets/person-reidentification-retail-0286.jpg
diff --git a/models/intel/person-reidentification-retail-0287/README.md b/models/intel/person-reidentification-retail-0287/README.md
index dd03adb85e1..aac70f78caf 100644
--- a/models/intel/person-reidentification-retail-0287/README.md
+++ b/models/intel/person-reidentification-retail-0287/README.md
@@ -11,7 +11,7 @@ feature map outputs an embedding vector of 256 floats.
## Example
-![](./description/person-reidentification-retail-0287.jpg)
+![](./assets/person-reidentification-retail-0287.jpg)
## Specification
diff --git a/models/intel/person-reidentification-retail-0287/description/person-reidentification-retail-0287.jpg b/models/intel/person-reidentification-retail-0287/assets/person-reidentification-retail-0287.jpg
similarity index 100%
rename from models/intel/person-reidentification-retail-0287/description/person-reidentification-retail-0287.jpg
rename to models/intel/person-reidentification-retail-0287/assets/person-reidentification-retail-0287.jpg
diff --git a/models/intel/person-reidentification-retail-0288/README.md b/models/intel/person-reidentification-retail-0288/README.md
index 48ce9e14a40..d6b60c3c1e9 100644
--- a/models/intel/person-reidentification-retail-0288/README.md
+++ b/models/intel/person-reidentification-retail-0288/README.md
@@ -10,7 +10,7 @@ feature map outputs an embedding vector of 256 floats.
## Example
-![](./description/person-reidentification-retail-0288.jpg)
+![](./assets/person-reidentification-retail-0288.jpg)
## Specification
diff --git a/models/intel/person-reidentification-retail-0288/description/person-reidentification-retail-0288.jpg b/models/intel/person-reidentification-retail-0288/assets/person-reidentification-retail-0288.jpg
similarity index 100%
rename from models/intel/person-reidentification-retail-0288/description/person-reidentification-retail-0288.jpg
rename to models/intel/person-reidentification-retail-0288/assets/person-reidentification-retail-0288.jpg
diff --git a/models/intel/person-vehicle-bike-detection-2000/README.md b/models/intel/person-vehicle-bike-detection-2000/README.md
index ae8251d62d1..fe4f511c041 100644
--- a/models/intel/person-vehicle-bike-detection-2000/README.md
+++ b/models/intel/person-vehicle-bike-detection-2000/README.md
@@ -8,7 +8,7 @@ prior boxes for 256x256 resolution.
## Example
-![](./description/person-vehicle-bike-detection-2000.png)
+![](./assets/person-vehicle-bike-detection-2000.png)
## Specification
diff --git a/models/intel/person-vehicle-bike-detection-2000/description/person-vehicle-bike-detection-2000.png b/models/intel/person-vehicle-bike-detection-2000/assets/person-vehicle-bike-detection-2000.png
similarity index 100%
rename from models/intel/person-vehicle-bike-detection-2000/description/person-vehicle-bike-detection-2000.png
rename to models/intel/person-vehicle-bike-detection-2000/assets/person-vehicle-bike-detection-2000.png
diff --git a/models/intel/person-vehicle-bike-detection-2001/README.md b/models/intel/person-vehicle-bike-detection-2001/README.md
index 385075c9d1a..494ef8dca8c 100644
--- a/models/intel/person-vehicle-bike-detection-2001/README.md
+++ b/models/intel/person-vehicle-bike-detection-2001/README.md
@@ -8,7 +8,7 @@ prior boxes for 384x384 resolution.
## Example
-![](./description/person-vehicle-bike-detection-2001.png)
+![](./assets/person-vehicle-bike-detection-2001.png)
## Specification
diff --git a/models/intel/person-vehicle-bike-detection-2001/description/person-vehicle-bike-detection-2001.png b/models/intel/person-vehicle-bike-detection-2001/assets/person-vehicle-bike-detection-2001.png
similarity index 100%
rename from models/intel/person-vehicle-bike-detection-2001/description/person-vehicle-bike-detection-2001.png
rename to models/intel/person-vehicle-bike-detection-2001/assets/person-vehicle-bike-detection-2001.png
diff --git a/models/intel/person-vehicle-bike-detection-2002/README.md b/models/intel/person-vehicle-bike-detection-2002/README.md
index abe8b219030..23e6491c5f3 100644
--- a/models/intel/person-vehicle-bike-detection-2002/README.md
+++ b/models/intel/person-vehicle-bike-detection-2002/README.md
@@ -8,7 +8,7 @@ prior boxes for 512x512 resolution.
## Example
-![](./description/person-vehicle-bike-detection-2002.png)
+![](./assets/person-vehicle-bike-detection-2002.png)
## Specification
diff --git a/models/intel/person-vehicle-bike-detection-2002/description/person-vehicle-bike-detection-2002.png b/models/intel/person-vehicle-bike-detection-2002/assets/person-vehicle-bike-detection-2002.png
similarity index 100%
rename from models/intel/person-vehicle-bike-detection-2002/description/person-vehicle-bike-detection-2002.png
rename to models/intel/person-vehicle-bike-detection-2002/assets/person-vehicle-bike-detection-2002.png
diff --git a/models/intel/person-vehicle-bike-detection-2003/README.md b/models/intel/person-vehicle-bike-detection-2003/README.md
index 14e81c314a3..2dac64e0de9 100644
--- a/models/intel/person-vehicle-bike-detection-2003/README.md
+++ b/models/intel/person-vehicle-bike-detection-2003/README.md
@@ -7,7 +7,7 @@ backbone with ATSS head for 864x480 resolution.
## Example
-![](./description/person-vehicle-bike-detection-2003.png)
+![](./assets/person-vehicle-bike-detection-2003.png)
## Specification
diff --git a/models/intel/person-vehicle-bike-detection-2003/description/person-vehicle-bike-detection-2003.png b/models/intel/person-vehicle-bike-detection-2003/assets/person-vehicle-bike-detection-2003.png
similarity index 100%
rename from models/intel/person-vehicle-bike-detection-2003/description/person-vehicle-bike-detection-2003.png
rename to models/intel/person-vehicle-bike-detection-2003/assets/person-vehicle-bike-detection-2003.png
diff --git a/models/intel/person-vehicle-bike-detection-2004/README.md b/models/intel/person-vehicle-bike-detection-2004/README.md
index b2e2622acd4..67bff33fae2 100644
--- a/models/intel/person-vehicle-bike-detection-2004/README.md
+++ b/models/intel/person-vehicle-bike-detection-2004/README.md
@@ -7,7 +7,7 @@ backbone with ATSS head for 448x256 resolution.
## Example
-![](./description/person-vehicle-bike-detection-2004.png)
+![](./assets/person-vehicle-bike-detection-2004.png)
## Specification
diff --git a/models/intel/person-vehicle-bike-detection-2004/description/person-vehicle-bike-detection-2004.png b/models/intel/person-vehicle-bike-detection-2004/assets/person-vehicle-bike-detection-2004.png
similarity index 100%
rename from models/intel/person-vehicle-bike-detection-2004/description/person-vehicle-bike-detection-2004.png
rename to models/intel/person-vehicle-bike-detection-2004/assets/person-vehicle-bike-detection-2004.png
diff --git a/models/intel/person-vehicle-bike-detection-crossroad-0078/README.md b/models/intel/person-vehicle-bike-detection-crossroad-0078/README.md
index 79bbbf85227..bb20c47e91b 100644
--- a/models/intel/person-vehicle-bike-detection-crossroad-0078/README.md
+++ b/models/intel/person-vehicle-bike-detection-crossroad-0078/README.md
@@ -8,7 +8,7 @@ conditions.
## Example
-![](./description/person-vehicle-bike-detection-crossroad-0078.png)
+![](./assets/person-vehicle-bike-detection-crossroad-0078.png)
## Specification
diff --git a/models/intel/person-vehicle-bike-detection-crossroad-0078/description/person-vehicle-bike-detection-crossroad-0078.png b/models/intel/person-vehicle-bike-detection-crossroad-0078/assets/person-vehicle-bike-detection-crossroad-0078.png
similarity index 100%
rename from models/intel/person-vehicle-bike-detection-crossroad-0078/description/person-vehicle-bike-detection-crossroad-0078.png
rename to models/intel/person-vehicle-bike-detection-crossroad-0078/assets/person-vehicle-bike-detection-crossroad-0078.png
diff --git a/models/intel/person-vehicle-bike-detection-crossroad-1016/README.md b/models/intel/person-vehicle-bike-detection-crossroad-1016/README.md
index 7d93249303c..34330afdcf4 100644
--- a/models/intel/person-vehicle-bike-detection-crossroad-1016/README.md
+++ b/models/intel/person-vehicle-bike-detection-crossroad-1016/README.md
@@ -8,7 +8,7 @@ conditions.
## Example
-![](./description/person-vehicle-bike-detection-crossroad-1016.png)
+![](./assets/person-vehicle-bike-detection-crossroad-1016.png)
## Specification
diff --git a/models/intel/person-vehicle-bike-detection-crossroad-1016/description/person-vehicle-bike-detection-crossroad-1016.png b/models/intel/person-vehicle-bike-detection-crossroad-1016/assets/person-vehicle-bike-detection-crossroad-1016.png
similarity index 100%
rename from models/intel/person-vehicle-bike-detection-crossroad-1016/description/person-vehicle-bike-detection-crossroad-1016.png
rename to models/intel/person-vehicle-bike-detection-crossroad-1016/assets/person-vehicle-bike-detection-crossroad-1016.png
diff --git a/models/intel/person-vehicle-bike-detection-crossroad-yolov3-1020/README.md b/models/intel/person-vehicle-bike-detection-crossroad-yolov3-1020/README.md
index 4c9dd87509e..63fb9c60fa4 100644
--- a/models/intel/person-vehicle-bike-detection-crossroad-yolov3-1020/README.md
+++ b/models/intel/person-vehicle-bike-detection-crossroad-yolov3-1020/README.md
@@ -15,7 +15,7 @@ Person/Vehicle/Bike detection.
## Example
-![](./description/person-vehicle-bike-detection-crossroad-yolov3-1020.png)
+![](./assets/person-vehicle-bike-detection-crossroad-yolov3-1020.png)
## Specification
diff --git a/models/intel/person-vehicle-bike-detection-crossroad-yolov3-1020/description/person-vehicle-bike-detection-crossroad-yolov3-1020.png b/models/intel/person-vehicle-bike-detection-crossroad-yolov3-1020/assets/person-vehicle-bike-detection-crossroad-yolov3-1020.png
similarity index 100%
rename from models/intel/person-vehicle-bike-detection-crossroad-yolov3-1020/description/person-vehicle-bike-detection-crossroad-yolov3-1020.png
rename to models/intel/person-vehicle-bike-detection-crossroad-yolov3-1020/assets/person-vehicle-bike-detection-crossroad-yolov3-1020.png
diff --git a/models/intel/product-detection-0001/README.md b/models/intel/product-detection-0001/README.md
index 3d71228bf06..46cd002dfd8 100644
--- a/models/intel/product-detection-0001/README.md
+++ b/models/intel/product-detection-0001/README.md
@@ -7,7 +7,7 @@ The network can detect 12 classes of objects (`sprite`, `kool-aid`, `extra`, `oc
## Example
-![](./description/product-detection-0001.jpg)
+![](./assets/product-detection-0001.jpg)
## Specification
diff --git a/models/intel/product-detection-0001/description/product-detection-0001.jpg b/models/intel/product-detection-0001/assets/product-detection-0001.jpg
similarity index 100%
rename from models/intel/product-detection-0001/description/product-detection-0001.jpg
rename to models/intel/product-detection-0001/assets/product-detection-0001.jpg
diff --git a/models/intel/road-segmentation-adas-0001/README.md b/models/intel/road-segmentation-adas-0001/README.md
index 9394041f07d..20e83f3b4e9 100644
--- a/models/intel/road-segmentation-adas-0001/README.md
+++ b/models/intel/road-segmentation-adas-0001/README.md
@@ -6,7 +6,7 @@ This is a segmentation network to classify each pixel into four classes: BG, roa
## Example
-![](./description/road-segmentation-adas-0001.png)
+![](./assets/road-segmentation-adas-0001.png)
## Specification
diff --git a/models/intel/road-segmentation-adas-0001/description/road-segmentation-adas-0001.png b/models/intel/road-segmentation-adas-0001/assets/road-segmentation-adas-0001.png
similarity index 100%
rename from models/intel/road-segmentation-adas-0001/description/road-segmentation-adas-0001.png
rename to models/intel/road-segmentation-adas-0001/assets/road-segmentation-adas-0001.png
diff --git a/models/intel/semantic-segmentation-adas-0001/README.md b/models/intel/semantic-segmentation-adas-0001/README.md
index 59fd55a9218..c7d89605d9f 100644
--- a/models/intel/semantic-segmentation-adas-0001/README.md
+++ b/models/intel/semantic-segmentation-adas-0001/README.md
@@ -26,7 +26,7 @@ This is a segmentation network to classify each pixel into 20 classes:
## Example
-![](./description/semantic-segmentation-adas-0001.png)
+![](./assets/semantic-segmentation-adas-0001.png)
## Specification
diff --git a/models/intel/semantic-segmentation-adas-0001/description/semantic-segmentation-adas-0001.png b/models/intel/semantic-segmentation-adas-0001/assets/semantic-segmentation-adas-0001.png
similarity index 100%
rename from models/intel/semantic-segmentation-adas-0001/description/semantic-segmentation-adas-0001.png
rename to models/intel/semantic-segmentation-adas-0001/assets/semantic-segmentation-adas-0001.png
diff --git a/models/intel/single-image-super-resolution-1032/README.md b/models/intel/single-image-super-resolution-1032/README.md
index 340bbfcca97..f0ce859de93 100644
--- a/models/intel/single-image-super-resolution-1032/README.md
+++ b/models/intel/single-image-super-resolution-1032/README.md
@@ -9,15 +9,15 @@ channels and changes in network architecture. It enhances the resolution of the
Low resolution:
-![](./description/street_480x270.png)
+![](./assets/street_480x270.png)
Bicubic interpolation:
-![](./description/x4c_street_480x270.png)
+![](./assets/x4c_street_480x270.png)
Super resolution:
-![](./description/x4_street_480x270.png)
+![](./assets/x4_street_480x270.png)
## Specification
diff --git a/models/intel/single-image-super-resolution-1032/description/street_480x270.png b/models/intel/single-image-super-resolution-1032/assets/street_480x270.png
similarity index 100%
rename from models/intel/single-image-super-resolution-1032/description/street_480x270.png
rename to models/intel/single-image-super-resolution-1032/assets/street_480x270.png
diff --git a/models/intel/single-image-super-resolution-1032/description/x4_street_480x270.png b/models/intel/single-image-super-resolution-1032/assets/x4_street_480x270.png
similarity index 100%
rename from models/intel/single-image-super-resolution-1032/description/x4_street_480x270.png
rename to models/intel/single-image-super-resolution-1032/assets/x4_street_480x270.png
diff --git a/models/intel/single-image-super-resolution-1032/description/x4c_street_480x270.png b/models/intel/single-image-super-resolution-1032/assets/x4c_street_480x270.png
similarity index 100%
rename from models/intel/single-image-super-resolution-1032/description/x4c_street_480x270.png
rename to models/intel/single-image-super-resolution-1032/assets/x4c_street_480x270.png
diff --git a/models/intel/single-image-super-resolution-1033/README.md b/models/intel/single-image-super-resolution-1033/README.md
index ad460b31906..fb859c429f3 100644
--- a/models/intel/single-image-super-resolution-1033/README.md
+++ b/models/intel/single-image-super-resolution-1033/README.md
@@ -9,15 +9,15 @@ channels and changes in network architecture. It enhances the resolution of the
Low resolution:
-![](./description/street_640x360.png)
+![](./assets/street_640x360.png)
Bicubic interpolation:
-![](./description/x3c_street_640x360.png)
+![](./assets/x3c_street_640x360.png)
Super resolution:
-![](./description/x3_street_640x360.png)
+![](./assets/x3_street_640x360.png)
## Specification
diff --git a/models/intel/single-image-super-resolution-1033/description/street_640x360.png b/models/intel/single-image-super-resolution-1033/assets/street_640x360.png
similarity index 100%
rename from models/intel/single-image-super-resolution-1033/description/street_640x360.png
rename to models/intel/single-image-super-resolution-1033/assets/street_640x360.png
diff --git a/models/intel/single-image-super-resolution-1033/description/x3_street_640x360.png b/models/intel/single-image-super-resolution-1033/assets/x3_street_640x360.png
similarity index 100%
rename from models/intel/single-image-super-resolution-1033/description/x3_street_640x360.png
rename to models/intel/single-image-super-resolution-1033/assets/x3_street_640x360.png
diff --git a/models/intel/single-image-super-resolution-1033/description/x3c_street_640x360.png b/models/intel/single-image-super-resolution-1033/assets/x3c_street_640x360.png
similarity index 100%
rename from models/intel/single-image-super-resolution-1033/description/x3c_street_640x360.png
rename to models/intel/single-image-super-resolution-1033/assets/x3c_street_640x360.png
diff --git a/models/intel/text-detection-0003/README.md b/models/intel/text-detection-0003/README.md
index 277499f7d5c..0d4783c1e7a 100644
--- a/models/intel/text-detection-0003/README.md
+++ b/models/intel/text-detection-0003/README.md
@@ -6,7 +6,7 @@ Text detector based on [PixelLink](https://arxiv.org/abs/1801.01315) architectur
## Example
-![](./description/text-detection-0003.png)
+![](./assets/text-detection-0003.png)
## Specification
diff --git a/models/intel/text-detection-0003/description/text-detection-0003.png b/models/intel/text-detection-0003/assets/text-detection-0003.png
similarity index 100%
rename from models/intel/text-detection-0003/description/text-detection-0003.png
rename to models/intel/text-detection-0003/assets/text-detection-0003.png
diff --git a/models/intel/text-detection-0004/README.md b/models/intel/text-detection-0004/README.md
index c09eaa74926..34d66c531d6 100644
--- a/models/intel/text-detection-0004/README.md
+++ b/models/intel/text-detection-0004/README.md
@@ -6,7 +6,7 @@ Text detector based on [PixelLink](https://arxiv.org/abs/1801.01315) architectur
## Example
-![](./description/text-detection-0004.png)
+![](./assets/text-detection-0004.png)
## Specification
diff --git a/models/intel/text-detection-0004/description/text-detection-0004.png b/models/intel/text-detection-0004/assets/text-detection-0004.png
similarity index 100%
rename from models/intel/text-detection-0004/description/text-detection-0004.png
rename to models/intel/text-detection-0004/assets/text-detection-0004.png
diff --git a/models/intel/text-image-super-resolution-0001/README.md b/models/intel/text-image-super-resolution-0001/README.md
index 796809d180e..ed470272624 100644
--- a/models/intel/text-image-super-resolution-0001/README.md
+++ b/models/intel/text-image-super-resolution-0001/README.md
@@ -10,15 +10,15 @@ support the `reshape` function.
### Low Resolution
-![](./description/img.png)
+![](./assets/img.png)
### Bicubic Interpolation
-![](./description/img_x3c.png)
+![](./assets/img_x3c.png)
### Super Resolution
-![](./description/img_x3.png)
+![](./assets/img_x3.png)
## Specification
diff --git a/models/intel/text-image-super-resolution-0001/description/img.png b/models/intel/text-image-super-resolution-0001/assets/img.png
similarity index 100%
rename from models/intel/text-image-super-resolution-0001/description/img.png
rename to models/intel/text-image-super-resolution-0001/assets/img.png
diff --git a/models/intel/text-image-super-resolution-0001/description/img_x3.png b/models/intel/text-image-super-resolution-0001/assets/img_x3.png
similarity index 100%
rename from models/intel/text-image-super-resolution-0001/description/img_x3.png
rename to models/intel/text-image-super-resolution-0001/assets/img_x3.png
diff --git a/models/intel/text-image-super-resolution-0001/description/img_x3c.png b/models/intel/text-image-super-resolution-0001/assets/img_x3c.png
similarity index 100%
rename from models/intel/text-image-super-resolution-0001/description/img_x3c.png
rename to models/intel/text-image-super-resolution-0001/assets/img_x3c.png
diff --git a/models/intel/text-recognition-0012/README.md b/models/intel/text-recognition-0012/README.md
index 06f9f24869c..c5a8cb2f10d 100644
--- a/models/intel/text-recognition-0012/README.md
+++ b/models/intel/text-recognition-0012/README.md
@@ -7,7 +7,7 @@ The network is able to recognize case-insensitive alphanumeric text (36 unique s
## Example
-![](./description/openvino.jpg) -> openvino
+![](./assets/openvino.jpg) -> openvino
## Specification
diff --git a/models/intel/text-recognition-0012/description/openvino.jpg b/models/intel/text-recognition-0012/assets/openvino.jpg
similarity index 100%
rename from models/intel/text-recognition-0012/description/openvino.jpg
rename to models/intel/text-recognition-0012/assets/openvino.jpg
diff --git a/models/intel/text-recognition-0013/README.md b/models/intel/text-recognition-0013/README.md
index 7049ad18179..73d003011dc 100644
--- a/models/intel/text-recognition-0013/README.md
+++ b/models/intel/text-recognition-0013/README.md
@@ -7,7 +7,7 @@ The network is able to recognize case-insensitive alphanumeric text (36 unique s
## Example
-![](./description/openvino.jpg) -> openvino
+![](./assets/openvino.jpg) -> openvino
## Specification
diff --git a/models/intel/text-recognition-0013/description/openvino.jpg b/models/intel/text-recognition-0013/assets/openvino.jpg
similarity index 100%
rename from models/intel/text-recognition-0013/description/openvino.jpg
rename to models/intel/text-recognition-0013/assets/openvino.jpg
diff --git a/models/intel/text-spotting-0004/README.md b/models/intel/text-spotting-0004/README.md
index 1989c343ddf..78b87297853 100644
--- a/models/intel/text-spotting-0004/README.md
+++ b/models/intel/text-spotting-0004/README.md
@@ -11,7 +11,7 @@ Alphabet is alphanumeric: `abcdefghijklmnopqrstuvwxyz0123456789`.
## Example
-![](./description/text-spotting-0004.png)
+![](./assets/text-spotting-0004.png)
## Composite model specification
diff --git a/models/intel/text-spotting-0004/description/text-spotting-0004.png b/models/intel/text-spotting-0004/assets/text-spotting-0004.png
similarity index 100%
rename from models/intel/text-spotting-0004/description/text-spotting-0004.png
rename to models/intel/text-spotting-0004/assets/text-spotting-0004.png
diff --git a/models/intel/vehicle-attributes-recognition-barrier-0039/README.md b/models/intel/vehicle-attributes-recognition-barrier-0039/README.md
index a21f881fcc3..211b2af9e68 100644
--- a/models/intel/vehicle-attributes-recognition-barrier-0039/README.md
+++ b/models/intel/vehicle-attributes-recognition-barrier-0039/README.md
@@ -6,7 +6,7 @@ This model presents a vehicle attributes classification algorithm for a traffic
## Example
-![](./description/vehicle-attributes-recognition-barrier-0039-1.png)
+![](./assets/vehicle-attributes-recognition-barrier-0039-1.png)
## Specification
diff --git a/models/intel/vehicle-attributes-recognition-barrier-0039/description/vehicle-attributes-recognition-barrier-0039-1.png b/models/intel/vehicle-attributes-recognition-barrier-0039/assets/vehicle-attributes-recognition-barrier-0039-1.png
similarity index 100%
rename from models/intel/vehicle-attributes-recognition-barrier-0039/description/vehicle-attributes-recognition-barrier-0039-1.png
rename to models/intel/vehicle-attributes-recognition-barrier-0039/assets/vehicle-attributes-recognition-barrier-0039-1.png
diff --git a/models/intel/vehicle-attributes-recognition-barrier-0042/README.md b/models/intel/vehicle-attributes-recognition-barrier-0042/README.md
index baf6bad58d6..26bddf782e0 100644
--- a/models/intel/vehicle-attributes-recognition-barrier-0042/README.md
+++ b/models/intel/vehicle-attributes-recognition-barrier-0042/README.md
@@ -6,7 +6,7 @@ This model presents a vehicle attributes classification algorithm for a traffic
## Example
-![](./description/vehicle-attributes-recognition-barrier-0042-1.png)
+![](./assets/vehicle-attributes-recognition-barrier-0042-1.png)
## Specification
diff --git a/models/intel/vehicle-attributes-recognition-barrier-0042/description/vehicle-attributes-recognition-barrier-0042-1.png b/models/intel/vehicle-attributes-recognition-barrier-0042/assets/vehicle-attributes-recognition-barrier-0042-1.png
similarity index 100%
rename from models/intel/vehicle-attributes-recognition-barrier-0042/description/vehicle-attributes-recognition-barrier-0042-1.png
rename to models/intel/vehicle-attributes-recognition-barrier-0042/assets/vehicle-attributes-recognition-barrier-0042-1.png
diff --git a/models/intel/vehicle-detection-0200/README.md b/models/intel/vehicle-detection-0200/README.md
index d65f6bb29b7..f89d494078a 100644
--- a/models/intel/vehicle-detection-0200/README.md
+++ b/models/intel/vehicle-detection-0200/README.md
@@ -8,7 +8,7 @@ prior boxes for 256x256 resolution.
## Example
-![](./description/vehicle-detection-0200.png)
+![](./assets/vehicle-detection-0200.png)
## Specification
diff --git a/models/intel/vehicle-detection-0200/description/vehicle-detection-0200.png b/models/intel/vehicle-detection-0200/assets/vehicle-detection-0200.png
similarity index 100%
rename from models/intel/vehicle-detection-0200/description/vehicle-detection-0200.png
rename to models/intel/vehicle-detection-0200/assets/vehicle-detection-0200.png
diff --git a/models/intel/vehicle-detection-0201/README.md b/models/intel/vehicle-detection-0201/README.md
index ab2534fc5c0..1e30621bfa2 100644
--- a/models/intel/vehicle-detection-0201/README.md
+++ b/models/intel/vehicle-detection-0201/README.md
@@ -8,7 +8,7 @@ prior boxes for 384x384 resolution.
## Example
-![](./description/vehicle-detection-0201.png)
+![](./assets/vehicle-detection-0201.png)
## Specification
diff --git a/models/intel/vehicle-detection-0201/description/vehicle-detection-0201.png b/models/intel/vehicle-detection-0201/assets/vehicle-detection-0201.png
similarity index 100%
rename from models/intel/vehicle-detection-0201/description/vehicle-detection-0201.png
rename to models/intel/vehicle-detection-0201/assets/vehicle-detection-0201.png
diff --git a/models/intel/vehicle-detection-0202/README.md b/models/intel/vehicle-detection-0202/README.md
index 61b84aff18d..36bcbcb0661 100644
--- a/models/intel/vehicle-detection-0202/README.md
+++ b/models/intel/vehicle-detection-0202/README.md
@@ -8,7 +8,7 @@ prior boxes for 512x512 resolution.
## Example
-![](./description/vehicle-detection-0202.png)
+![](./assets/vehicle-detection-0202.png)
## Specification
diff --git a/models/intel/vehicle-detection-0202/description/vehicle-detection-0202.png b/models/intel/vehicle-detection-0202/assets/vehicle-detection-0202.png
similarity index 100%
rename from models/intel/vehicle-detection-0202/description/vehicle-detection-0202.png
rename to models/intel/vehicle-detection-0202/assets/vehicle-detection-0202.png
diff --git a/models/intel/vehicle-detection-adas-0002/README.md b/models/intel/vehicle-detection-adas-0002/README.md
index 13d36bfe8d3..286b166d572 100644
--- a/models/intel/vehicle-detection-adas-0002/README.md
+++ b/models/intel/vehicle-detection-adas-0002/README.md
@@ -6,7 +6,7 @@ This is a vehicle detection network based on an SSD framework with tuned MobileN
## Example
-![](./description/vehicle-detection-adas-0002.png)
+![](./assets/vehicle-detection-adas-0002.png)
## Specification
diff --git a/models/intel/vehicle-detection-adas-0002/description/vehicle-detection-adas-0002.png b/models/intel/vehicle-detection-adas-0002/assets/vehicle-detection-adas-0002.png
similarity index 100%
rename from models/intel/vehicle-detection-adas-0002/description/vehicle-detection-adas-0002.png
rename to models/intel/vehicle-detection-adas-0002/assets/vehicle-detection-adas-0002.png
diff --git a/models/intel/vehicle-license-plate-detection-barrier-0106/README.md b/models/intel/vehicle-license-plate-detection-barrier-0106/README.md
index 9223c150e21..800f5b87594 100644
--- a/models/intel/vehicle-license-plate-detection-barrier-0106/README.md
+++ b/models/intel/vehicle-license-plate-detection-barrier-0106/README.md
@@ -7,7 +7,7 @@ the "Barrier" use case.
## Example
-![](./description/vehicle-license-plate-detection-barrier-0106.jpeg)
+![](./assets/vehicle-license-plate-detection-barrier-0106.jpeg)
## Specification
diff --git a/models/intel/vehicle-license-plate-detection-barrier-0106/description/vehicle-license-plate-detection-barrier-0106.jpeg b/models/intel/vehicle-license-plate-detection-barrier-0106/assets/vehicle-license-plate-detection-barrier-0106.jpeg
similarity index 100%
rename from models/intel/vehicle-license-plate-detection-barrier-0106/description/vehicle-license-plate-detection-barrier-0106.jpeg
rename to models/intel/vehicle-license-plate-detection-barrier-0106/assets/vehicle-license-plate-detection-barrier-0106.jpeg
diff --git a/models/intel/weld-porosity-detection-0001/README.md b/models/intel/weld-porosity-detection-0001/README.md
index e57488c11fb..f7534215039 100644
--- a/models/intel/weld-porosity-detection-0001/README.md
+++ b/models/intel/weld-porosity-detection-0001/README.md
@@ -6,7 +6,7 @@ This is a porosity weld recognition model. It runs on a video stream capturing w
## Example
-![](./description/weld-porosity-detection-0001.png)
+![](./assets/weld-porosity-detection-0001.png)
## Specification
diff --git a/models/intel/weld-porosity-detection-0001/description/weld-porosity-detection-0001.png b/models/intel/weld-porosity-detection-0001/assets/weld-porosity-detection-0001.png
similarity index 100%
rename from models/intel/weld-porosity-detection-0001/description/weld-porosity-detection-0001.png
rename to models/intel/weld-porosity-detection-0001/assets/weld-porosity-detection-0001.png
diff --git a/models/public/human-pose-estimation-3d-0001/README.md b/models/public/human-pose-estimation-3d-0001/README.md
index 8bcfb1fa92f..3dc55f8c239 100644
--- a/models/public/human-pose-estimation-3d-0001/README.md
+++ b/models/public/human-pose-estimation-3d-0001/README.md
@@ -6,7 +6,7 @@ Multi-person 3D human pose estimation model based on the [Lightweight OpenPose](
## Example
-![](./description/human-pose-estimation-3d-0001.jpg)
+![](./assets/human-pose-estimation-3d-0001.jpg)
## Specification
diff --git a/models/public/human-pose-estimation-3d-0001/description/human-pose-estimation-3d-0001.jpg b/models/public/human-pose-estimation-3d-0001/assets/human-pose-estimation-3d-0001.jpg
similarity index 100%
rename from models/public/human-pose-estimation-3d-0001/description/human-pose-estimation-3d-0001.jpg
rename to models/public/human-pose-estimation-3d-0001/assets/human-pose-estimation-3d-0001.jpg
diff --git a/models/public/open-closed-eye-0001/README.md b/models/public/open-closed-eye-0001/README.md
index 80a8fbf8e98..00d6d66e7cf 100644
--- a/models/public/open-closed-eye-0001/README.md
+++ b/models/public/open-closed-eye-0001/README.md
@@ -6,9 +6,9 @@ Fully convolutional network for recognition of eye state ('open', 'closed').
## Example
-![](./description/1.png)
-![](./description/2.png)
-![](./description/3.png)
+![](./assets/1.png)
+![](./assets/2.png)
+![](./assets/3.png)
## Specification
diff --git a/models/public/open-closed-eye-0001/description/1.png b/models/public/open-closed-eye-0001/assets/1.png
similarity index 100%
rename from models/public/open-closed-eye-0001/description/1.png
rename to models/public/open-closed-eye-0001/assets/1.png
diff --git a/models/public/open-closed-eye-0001/description/2.png b/models/public/open-closed-eye-0001/assets/2.png
similarity index 100%
rename from models/public/open-closed-eye-0001/description/2.png
rename to models/public/open-closed-eye-0001/assets/2.png
diff --git a/models/public/open-closed-eye-0001/description/3.png b/models/public/open-closed-eye-0001/assets/3.png
similarity index 100%
rename from models/public/open-closed-eye-0001/description/3.png
rename to models/public/open-closed-eye-0001/assets/3.png
diff --git a/models/public/vehicle-license-plate-detection-barrier-0123/README.md b/models/public/vehicle-license-plate-detection-barrier-0123/README.md
index 5a033f0edd5..a3d38638b89 100644
--- a/models/public/vehicle-license-plate-detection-barrier-0123/README.md
+++ b/models/public/vehicle-license-plate-detection-barrier-0123/README.md
@@ -6,7 +6,7 @@ This is a MobileNetV2 + SSD-based vehicle and (Chinese) license plate detector f
the "Barrier" use case.
## Example
-![](./description/vehicle-license-plate-detection-barrier-0123.jpg)
+![](./assets/vehicle-license-plate-detection-barrier-0123.jpg)
## Specification
diff --git a/models/public/vehicle-license-plate-detection-barrier-0123/description/vehicle-license-plate-detection-barrier-0123.jpg b/models/public/vehicle-license-plate-detection-barrier-0123/assets/vehicle-license-plate-detection-barrier-0123.jpg
similarity index 100%
rename from models/public/vehicle-license-plate-detection-barrier-0123/description/vehicle-license-plate-detection-barrier-0123.jpg
rename to models/public/vehicle-license-plate-detection-barrier-0123/assets/vehicle-license-plate-detection-barrier-0123.jpg