Update README.md

README.md

@@ -1,3 +1,71 @@
 ---
 license: cc-by-4.0
 ---
+
+---
+task_categories:
+- object-detection
+license: mit
+tags:
+- computer vision
+- amodal-tracking
+- object-tracking
+- amodal-perception
+---
+
+# Segment-Object Dataset
+
+<!-- Provide a quick summary of the dataset. -->
+ This dataset is collected from [LVIS](https://www.lvisdataset.org/) and [COCO](https://cocodataset.org/#home). We employed the segments in this dataset to implement [PasteNOcclude](https://github.com/WesleyHsieh0806/Amodal-Expander?tab=readme-ov-file#rabbit2-pastenocclude) augmentation proposed in [Tracking Any Object Amodally]((https://tao-amodal.github.io/)).
+   
+   [**📙 Project Page**](https://tao-amodal.github.io/)  | [**💻 Code**](https://github.com/WesleyHsieh0806/TAO-Amodal) | [**📎 Paper Link**](https://arxiv.org/abs/2312.12433) | [**✏️ Citations**](#citations)
+   
+   <div align="center">
+  <a href="https://tao-amodal.github.io/"><img width="95%" alt="TAO-Amodal" src="https://tao-amodal.github.io/static/images/webpage_preview.png"></a>
+   </div>
+
+</br>
+
+Contact: [🙋🏻‍♂️Cheng-Yen (Wesley) Hsieh](https://wesleyhsieh0806.github.io/)
+
+### Dataset Download
+
+```bash
+git lfs install
+git clone [email protected]:datasets/chengyenhsieh/TAO-Amodal-Segment-Object-Large
+```
+
+After downloading this dataset, check [here](https://github.com/WesleyHsieh0806/Amodal-Expander/tree/main?tab=readme-ov-file#running-training-and-inference) to see how to train our Amodal Expander with PasteNOcclude.
+
+
+
+## 📚 Dataset Structure
+
+The dataset should be structured like this:
+```bash
+   TAO-Amodal-Segment-Object-Large
+    ├── train-2017
+    │    ├── OOOOOO_XXX.jpg
+    └── segment_object.json
+```
+
+## 📚 File Descriptions
+
+| File Name                  | Description                                                                                                                                                                                                                             |
+| -------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| segment_object.json | Mask annotations of each segment object |
+
+
+## Citation 
+
+<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
+```
+@misc{hsieh2023tracking,
+    title={Tracking Any Object Amodally},
+    author={Cheng-Yen Hsieh and Tarasha Khurana and Achal Dave and Deva Ramanan},
+    year={2023},
+    eprint={2312.12433},
+    archivePrefix={arXiv},
+    primaryClass={cs.CV}
+}
+```