update commonly used datasets.

Author: hoya012

README.md

@@ -1,15 +1,15 @@
 # deep learning object detection
 A paper list of object detection using deep learning. I worte this page with reference to [this survey paper](https://arxiv.org/pdf/1809.02165v1.pdf) and searching and searching.. 
 
-*Last updated: 2019/01/14*
+*Last updated: 2019/01/26*
 
 #### Update log
 *2018/9/18* - update all of recent papers and make some diagram about history of object detection using deep learning. 
 *2018/9/26* - update codes of papers. (official and unofficial)  
 *2018/october* - update 5 papers and performance table.  
 *2018/november* - update 9 papers.  
 *2018/december* - update 8 papers and and performance table and add new diagram(**2019 version!!**).  
-*2019/january* - update 4 papers and and add some informations.  
+*2019/january* - update 4 papers and and add commonly used datasets.  
 
 
 ## paper list from 2014 to now(2019)
@@ -226,6 +226,26 @@ So i
 - **[CAMOU]** CAMOU: Learning Physical Vehicle Camouflages to Adversarially Attack Detectors in the Wild | Yang Zhang, et al. | **[ICLR' 19]** |[`[pdf]`](https://openreview.net/pdf?id=SJgEl3A5tm) 
 
 
+
+## Dataset Paper
+Statistics of commonly used object detection datasets. The Figure came from [this survey paper](https://arxiv.org/pdf/1809.02165v1.pdf).
+<p align="center">
+  <img width="1000" src="/assets/deep_learning_object_detection_dataset.PNG" "Commonly used object detection datasets.">
+</p>
+
+The papers related to datasets used mainly in Object Detection are as follows.
+
+- **[ImageNet]** ImageNet: A Large-Scale Hierarchical Image Database | Jia Deng, et al. | **[CVPR' 09]** | [`[pdf]`](http://www.image-net.org/papers/imagenet_cvpr09.pdf)
+
+- **[PASCAL VOC]** The PASCAL Visual Object Classes (VOC) Challenge | Mark Everingham, et al. | **[IJCV' 10]** | [`[pdf]`](http://host.robots.ox.ac.uk/pascal/VOC/pubs/everingham10.pdf)
+
+- **[PASCAL VOC]** The PASCAL Visual Object Classes Challenge: A Retrospective | Mark Everingham, et al. | **[IJCV' 15]** | [`[pdf]`](http://host.robots.ox.ac.uk/pascal/VOC/pubs/everingham15.pdf)
+
+- **[COCO]** Microsoft COCO: Common Objects in Context | Tsung-Yi Lin, et al. | **[ECCV' 14]** | [`[pdf]`](https://arxiv.org/pdf/1405.0312.pdf)
+
+- **[Open Images]** The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale | A Kuznetsova, et al. | **[arXiv' 18]** | [`[pdf]`](https://arxiv.org/pdf/1811.00982v1.pdf)
+
+
 ## Contact & Feedback
 
 If you have any suggestions about papers, feel free to mail me :)