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README.md
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## Datasets
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| Dataset | Introduction | Year | Pub | Paper |
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|:---: |:--- | :---: | :---: | :--- |
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| **UAVDT** <br>[[website]](https://datasetninja.com/uavdt)|
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| **UA-DETRAC** <br>[[website]](https://sites.google.com/view/daweidu/projects/ua-detrac?authuser=0)|
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| **AAU RainSnow** <br>[[website]](https://vbn.aau.dk/en/datasets/aau-rainsnow-traffic-surveillance-dataset/)|
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| **<span style="color: #FFCC00">T</span><span style="color: #33CCCC">S</span><span style="color: #FF6600">B</span><span style="color: #6699FF">O</span><span style="color: #FF0066">W</span>** <br>[[website]](https://skkuautolab.github.io/TSBOW/)|
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<!-- Comparison with other datasets -->
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<details>
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<summary>Comparison with other datasets</summary>
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<div align="center" style="background:#f4f7fb; padding:18px; border-radius:10px; max-width:1000px; margin: 16px auto;">
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<img src="images/Supp_Comparison_Performances.png" alt="TSBOW Comparison" style="width:100%; height:auto; border-radius:6px; display:block;">
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</div>
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```
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<div style="position: relative; display: inline-block;">
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<img src="https://api.star-history.com/svg?repos=SKKUAutoLab/TSBOW&type=Date" alt="Star History Graph">
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<img src="icons/TSBOW_icon_white_BG.png" style="position: absolute; top: 10px; left: 310px; width: 30px; height: 30px;" alt="Custom Avatar">
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</div>
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<div align="center"><a href="#top">🔝 Back to Top</a></div>
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## Datasets
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<details>
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<summary>Comparison with other datasets</summary>
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<div align="center" style="background:#f4f7fb; padding:18px; border-radius:10px; max-width:1000px; margin: 16px auto;">
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<img src="images/Supp_Datasets.png" alt="TSBOW Comparison" style="width:100%; height:auto; border-radius:6px; display:block;">
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</div>
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<p align="center" style="margin:8px 0 0 0; font-weight:600;">Comparison with other datasets about weather conditions and scales</p>
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</details> <br>
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| Dataset | Introduction | Year | Pub | Paper |
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|:---: |:--- | :---: | :---: | :--- |
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| **UAVDT** <br>[[website]](https://datasetninja.com/uavdt)| - *<span style="color: #FFCC00">Hardware</span>*: UAVs. <br> - *<span style="color: #33CCCC">Tasks</span>:* object detection, single object tracking, multiple-object tracking. <br> - *<span style="color: #FF6600">Position</span>:* China. <br> - *<span style="color: #6699FF">Weather</span>:* sunny/cloudy, fog, rain. <br> - *<span style="color: #FF0066">Time</span>:* day, night. | 2020 | IJCV | The Unmanned Aerial Vehicle Benchmark: Object Detection, Tracking and Baseline |
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| **UA-DETRAC** <br>[[website]](https://sites.google.com/view/daweidu/projects/ua-detrac?authuser=0)| - *<span style="color: #FFCC00">Hardware</span>*: Cannon EOS 550D camera. <br> - *<span style="color: #33CCCC">Tasks</span>:* object detection, multi-object tracking. <br> - *<span style="color: #FF6600">Position</span>:* China. <br> - *<span style="color: #6699FF">Weather</span>:* sunny/cloudy, rain. <br> - *<span style="color: #FF0066">Time</span>:* day, night. | 2020 | CVIU | UA-DETRAC: A new benchmark and protocol for multi-object detection and tracking |
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| **AAU RainSnow** <br>[[website]](https://vbn.aau.dk/en/datasets/aau-rainsnow-traffic-surveillance-dataset/)| - *<span style="color: #FFCC00">Hardware</span>*: RGB color and thermal camera. <br> - *<span style="color: #33CCCC">Tasks</span>:* instance segmentation, single object tracking, multiple-object tracking. <br> - *<span style="color: #FF6600">Position</span>:* Denmark. <br> - *<span style="color: #6699FF">Weather</span>:* fog, rain, snow. <br> - *<span style="color: #FF0066">Time</span>:* day, night. | 2019 | ITS | Rain Removal in Traffic Surveillance: Does it Matter? |
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| **<span style="color: #FFCC00">T</span><span style="color: #33CCCC">S</span><span style="color: #FF6600">B</span><span style="color: #6699FF">O</span><span style="color: #FF0066">W</span>** <br>[[website]](https://skkuautolab.github.io/TSBOW/)| - *<span style="color: #FFCC00">Hardware</span>*: CCTV system + color camera. <br> - *<span style="color: #33CCCC">Tasks</span>:* object detection. <br> - *<span style="color: #FF6600">Position</span>:* South Korea. <br> - *<span style="color: #6699FF">Weather</span>:* sunny/cloudy, haze, rain, snow. <br> - *<span style="color: #FF0066">Time</span>:* day. <br> (night-time and other tasks will be updated later) | 2026 | AAAI | TSBOW: Traffic Surveillance Benchmark for Occluded Vehicles Under Various Weather Conditions |
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<!-- Comparison with other datasets -->
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<details>
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<summary>Comparison with other datasets</summary>
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<div align="center" style="background:#f4f7fb; padding:18px; border-radius:10px; max-width:1000px; margin: 16px auto;">
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<img src="images/Supp_Comparison_Performances.png" alt="TSBOW Comparison" style="width:100%; height:auto; border-radius:6px; display:block;">
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</div>
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}
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```
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<div align="center"><a href="#top">🔝 Back to Top</a></div>
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