Improve dataset card: Add task category, tags, GitHub link, and sample usage

README.md

@@ -1,10 +1,19 @@
 ---
 license: bigscience-openrail-m
+task_categories:
+- object-detection
+tags:
+- tracking
+- multi-object-tracking
+- vehicle-tracking
+- traffic
+- computer-vision
 ---
 
 # FastTracker Benchmark
 
 ### A new benchmark dataset comprising diverse vehicle classes with frame-level tracking annotation introduced in paper: *FastTracker: Real-Time and Accurate Visual Tracking*: [arXiv 2508.14370](https://arxiv.org/abs/2508.14370).  
+Code: [https://github.com/Hamidreza-Hashempoor/FastTracker](https://github.com/Hamidreza-Hashempoor/FastTracker)
 _[Hamidreza Hashempoor](https://hamidreza-hashempoor.github.io/),  Yu Dong Hwang_.
 
 <div align="center">
@@ -21,7 +30,7 @@ _[Hamidreza Hashempoor](https://hamidreza-hashempoor.github.io/),  Yu Dong Hwang
 
 
 <div align="center">
-  <img src="./fig/fasttrack_benchmark.jpg" width="40%" alt="MiroThinker" />
+  <img src="https://huggingface.co/datasets/Hamidreza-Hashemp/FastTracker-Benchmark/resolve/main/fig/fasttrack_benchmark.jpg" width="40%" alt="MiroThinker" />
 </div>
 
 
@@ -62,6 +71,30 @@ Brief statistics and visualization of FastTracker benchmark and its comparison w
 
 ---
 
+## Sample Usage
+
+For detailed instructions on installation, data preparation, running tracking, evaluation, and demos, please refer to the [FastTracker GitHub repository](https://github.com/Hamidreza-Hashempoor/FastTracker).
+
+Here's a quick start for setting up the environment:
+
+```bash
+cd <home>
+conda create --name FastTracker python=3.9
+conda activate FastTracker
+pip3 install -r requirements.txt  # Ignore the errors
+python setup.py develop
+pip3 install cython
+conda install -c conda-forge pycocotools
+pip3 install cython_bbox
+```
+
+And an example for running the tracker on MOT17 benchmark:
+
+```bash
+bash run_mot17.sh
+```
+
+---
 
 ## Dataset Structure
 
@@ -83,4 +116,4 @@ If you use our code or Benchmark, please cite our work.
       primaryClass={cs.CV},
       url={https://arxiv.org/abs/2508.14370}, 
 }
-```
+```