We are launching an interesting project - Open-CD Technical Report Plan (Open-CD TRP for short), aiming to create a comprehensive technical report for Open-CD with the following features:
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Continuously updated
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Multi-participant
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Open-access
Open-CD TRP will include:
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Supported Methods:
Everyone can submit a short description (200 words or less) of their proposed method to the Open-CD TRP, and we will update it to the arXiv, the contributor's name will be added to the author list, and the corresponding paper will be cited (the order of authors will be according to the contribution and the submission time). More importantly, we will assist authors in implementing their algorithms in Open-CD.
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Architecture of Open-CD:
Open-CD's model representation, design philosophy, training process, scripts, etc.
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Benchmarking Results
Some quantitative evaluations including F1-Score, IoU, Precision, Recall, FLOPs, inference time, etc. will be reported to facilitate comparison and analysis for subsequent studies.
If you want to contribute to this project or have any suggestions, don't hesitate to join our WeChat group or contact me directly via WeChat (likyoo7) or email. (微信请务必备注 姓名+单位+Open-CD TRP)
We hope Open-CD TRP will contribute to the progress of change detection research, and we expect more exciting proposals!