【Hackathon 8th No.38】Add RT-DETRv3 for PaddleDetection

[GreatV]

This pull request includes significant updates to the RTDETRV3 model configuration and implementation. The changes involve adding new configuration files, updating existing ones, and introducing new classes and methods to support RTDETRV3 architecture and its components.

• rtdetrv3_r18vd_6x_coco

Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.480 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.656 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.519 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.307 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.515 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.371 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.625 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.696 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.501 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.741 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.862

• rtdetrv3_r34vd_6x_coco

Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.499 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.677 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.539 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.317 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.661 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.379 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.708 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.751 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.875

• redetrv3_r50vd_6x_coco

Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.711 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.572 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.354 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.574 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.698 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.388 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.655 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.722 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.549 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.768 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.881

[luotao1]

请先提交 RFC 设计文档

[flytocc]

@Sunting78 @GreatV 请问这个复现完成了吗？我对这个赛题也有点兴趣

[GreatV]

@flytocc 还没，你感兴趣可以试试。