diff --git a/call_for_contributions.md b/call_for_contributions.md index 8bf65660b9..d97e4c6675 100644 --- a/call_for_contributions.md +++ b/call_for_contributions.md @@ -16,18 +16,6 @@ This is a constantly-updated list of code examples that we're currently interest - [2](https://arxiv.org/abs/1912.04958) - [Reference TF implementation](https://github.com/NVlabs/stylegan2) --- - -## Improve next-frame prediction with ConvLSTM - -[Current example](https://keras.io/examples/vision/conv_lstm/) - -Recommendations: - -- Find a better, more interesting dataset -- Make it work better -- Add detailed explanations - -- @@ -58,5 +46,38 @@ The dataset should have at least 50k samples and there should be at least a doze - [TF/Keras implementation](https://github.com/auvisusAI/detr-tensorflow) +-- + +## 3D image segmentation + +-- + +## Question answering from structured knowledge base and freeform documents + +-- + +## Instance segmentation + +-- + +## EEG & MEG signal classification + +-- + +## Text summarization + +-- + +## Audio track separation + +-- + +## Audio style transfer + +-- + +## Timeseries imputation + +-- diff --git a/examples/vision/3D_image_classification.py b/examples/vision/3D_image_classification.py index 2fc0872142..80e7b57963 100644 --- a/examples/vision/3D_image_classification.py +++ b/examples/vision/3D_image_classification.py @@ -1,5 +1,5 @@ """ -Title: 3D Image Classification from CT Scans +Title: 3D image classification from CT scans Author: [Hasib Zunair](https://twitter.com/hasibzunair) Date created: 2020/09/23 Last modified: 2020/09/23 diff --git a/examples/vision/autoencoder.py b/examples/vision/autoencoder.py index 3e6119e31d..3cc95a9ffa 100644 --- a/examples/vision/autoencoder.py +++ b/examples/vision/autoencoder.py @@ -1,5 +1,5 @@ """ -Title: Convolutional Autoencoder For Image Denoising +Title: Convolutional autoencoder for image denoising Author: [Santiago L. Valdarrama](https://twitter.com/svpino) Date created: 2021/03/01 Last modified: 2021/03/01 diff --git a/examples/vision/consistency_training.py b/examples/vision/consistency_training.py index c92673f859..59eb9fd4c3 100644 --- a/examples/vision/consistency_training.py +++ b/examples/vision/consistency_training.py @@ -1,5 +1,5 @@ """ -Title: Consistency Training with Supervision +Title: Consistency training with supervision Author: [Sayak Paul](https://twitter.com/RisingSayak) Date created: 2021/04/13 Last modified: 2021/04/19 diff --git a/examples/vision/image_classification_with_vision_transformer.py b/examples/vision/image_classification_with_vision_transformer.py index 9dfd47e969..5d7d6cd81d 100644 --- a/examples/vision/image_classification_with_vision_transformer.py +++ b/examples/vision/image_classification_with_vision_transformer.py @@ -1,5 +1,5 @@ """ -Title: Image Classification with Vision Transformer +Title: Image classification with Vision Transformer Author: [Khalid Salama](https://www.linkedin.com/in/khalid-salama-24403144/) Date created: 2021/01/18 Last modified: 2021/01/18 diff --git a/examples/vision/ipynb/3D_image_classification.ipynb b/examples/vision/ipynb/3D_image_classification.ipynb index f93caa6273..58e3226c71 100644 --- a/examples/vision/ipynb/3D_image_classification.ipynb +++ b/examples/vision/ipynb/3D_image_classification.ipynb @@ -6,7 +6,7 @@ "colab_type": "text" }, "source": [ - "# 3D Image Classification from CT Scans\n", + "# 3D image classification from CT scans\n", "\n", "**Author:** [Hasib Zunair](https://twitter.com/hasibzunair)
\n", "**Date created:** 2020/09/23
\n", diff --git a/examples/vision/ipynb/autoencoder.ipynb b/examples/vision/ipynb/autoencoder.ipynb index 2af7123238..1fccdb68b5 100644 --- a/examples/vision/ipynb/autoencoder.ipynb +++ b/examples/vision/ipynb/autoencoder.ipynb @@ -6,7 +6,7 @@ "colab_type": "text" }, "source": [ - "# Convolutional Autoencoder For Image Denoising\n", + "# Convolutional autoencoder for image denoising\n", "\n", "**Author:** [Santiago L. Valdarrama](https://twitter.com/svpino)
\n", "**Date created:** 2021/03/01
\n", diff --git a/examples/vision/ipynb/consistency_training.ipynb b/examples/vision/ipynb/consistency_training.ipynb index 3083dcd939..e364739197 100644 --- a/examples/vision/ipynb/consistency_training.ipynb +++ b/examples/vision/ipynb/consistency_training.ipynb @@ -6,7 +6,7 @@ "colab_type": "text" }, "source": [ - "# Consistency Training with Supervision\n", + "# Consistency training with supervision\n", "\n", "**Author:** [Sayak Paul](https://twitter.com/RisingSayak)
\n", "**Date created:** 2021/04/13
\n", diff --git a/examples/vision/ipynb/image_classification_with_vision_transformer.ipynb b/examples/vision/ipynb/image_classification_with_vision_transformer.ipynb index 3a56b6a80f..a5b8f1c416 100644 --- a/examples/vision/ipynb/image_classification_with_vision_transformer.ipynb +++ b/examples/vision/ipynb/image_classification_with_vision_transformer.ipynb @@ -6,7 +6,7 @@ "colab_type": "text" }, "source": [ - "# Image Classification with Vision Transformer\n", + "# Image classification with Vision Transformer\n", "\n", "**Author:** [Khalid Salama](https://www.linkedin.com/in/khalid-salama-24403144/)
\n", "**Date created:** 2021/01/18
\n", diff --git a/examples/vision/ipynb/perceiver_image_classification.ipynb b/examples/vision/ipynb/perceiver_image_classification.ipynb index 2447a39776..d88a1bdde7 100644 --- a/examples/vision/ipynb/perceiver_image_classification.ipynb +++ b/examples/vision/ipynb/perceiver_image_classification.ipynb @@ -6,7 +6,7 @@ "colab_type": "text" }, "source": [ - "# Image Classification with Perceiver\n", + "# Image classification with Perceiver\n", "\n", "**Author:** [Khalid Salama](https://www.linkedin.com/in/khalid-salama-24403144/)
\n", "**Date created:** 2021/04/30
\n", diff --git a/examples/vision/md/3D_image_classification.md b/examples/vision/md/3D_image_classification.md index 0271df1b3f..c2cc2a7d4d 100644 --- a/examples/vision/md/3D_image_classification.md +++ b/examples/vision/md/3D_image_classification.md @@ -1,4 +1,4 @@ -# 3D Image Classification from CT Scans +# 3D image classification from CT scans **Author:** [Hasib Zunair](https://twitter.com/hasibzunair)
**Date created:** 2020/09/23
diff --git a/examples/vision/md/autoencoder.md b/examples/vision/md/autoencoder.md index 4ca35f5371..d7710fdfff 100644 --- a/examples/vision/md/autoencoder.md +++ b/examples/vision/md/autoencoder.md @@ -1,4 +1,4 @@ -# Convolutional Autoencoder For Image Denoising +# Convolutional autoencoder for image denoising **Author:** [Santiago L. Valdarrama](https://twitter.com/svpino)
**Date created:** 2021/03/01
diff --git a/examples/vision/md/consistency_training.md b/examples/vision/md/consistency_training.md index 3a3b3ebc20..6aa1813e58 100644 --- a/examples/vision/md/consistency_training.md +++ b/examples/vision/md/consistency_training.md @@ -1,4 +1,4 @@ -# Consistency Training with Supervision +# Consistency training with supervision **Author:** [Sayak Paul](https://twitter.com/RisingSayak)
**Date created:** 2021/04/13
diff --git a/examples/vision/md/image_classification_with_vision_transformer.md b/examples/vision/md/image_classification_with_vision_transformer.md index b171a67173..33748c1fed 100644 --- a/examples/vision/md/image_classification_with_vision_transformer.md +++ b/examples/vision/md/image_classification_with_vision_transformer.md @@ -1,4 +1,4 @@ -# Image Classification with Vision Transformer +# Image classification with Vision Transformer **Author:** [Khalid Salama](https://www.linkedin.com/in/khalid-salama-24403144/)
**Date created:** 2021/01/18
diff --git a/examples/vision/md/perceiver_image_classification.md b/examples/vision/md/perceiver_image_classification.md index 8678f63e17..0fcb604e11 100644 --- a/examples/vision/md/perceiver_image_classification.md +++ b/examples/vision/md/perceiver_image_classification.md @@ -1,4 +1,4 @@ -# Image Classification with Perceiver +# Image classification with Perceiver **Author:** [Khalid Salama](https://www.linkedin.com/in/khalid-salama-24403144/)
**Date created:** 2021/04/30
diff --git a/examples/vision/perceiver_image_classification.py b/examples/vision/perceiver_image_classification.py index fd71041d68..c693a20738 100644 --- a/examples/vision/perceiver_image_classification.py +++ b/examples/vision/perceiver_image_classification.py @@ -1,5 +1,5 @@ """ -Title: Image Classification with Perceiver +Title: Image classification with Perceiver Author: [Khalid Salama](https://www.linkedin.com/in/khalid-salama-24403144/) Date created: 2021/04/30 Last modified: 2021/01/30