Update README.md

README.md

@@ -1,3 +1,38 @@
 ---
 license: mit
+tags:
+- object-detection
+- computer-vision
+- sort
+- tracker
+- bytetracker
 ---
+
+### Model Description
+[ByteTrack](https://arxiv.org/abs/2203.14360): Multi-Object Tracking by Associating Every Detection Box
+<img src="https://raw.githubusercontent.com/ifzhang/ByteTrack/main/assets/sota.png" width="500"/>
+
+### Installation
+```
+pip install bytetracker
+```
+
+### Tracker
+```python
+from bytetracker import BYTETracker
+
+tracker = BYTETracker(args)
+for image in images:
+   dets = detector(image)
+   online_targets = tracker.update(dets)
+```
+
+### BibTeX Entry and Citation Info
+ ```
+@article{zhang2022bytetrack,
+  title={ByteTrack: Multi-Object Tracking by Associating Every Detection Box},
+  author={Zhang, Yifu and Sun, Peize and Jiang, Yi and Yu, Dongdong and Weng, Fucheng and Yuan, Zehuan and Luo, Ping and Liu, Wenyu and Wang, Xinggang},
+  booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},
+  year={2022}
+}
+```