PaddleDetection
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PaddlePaddle
mask-rcnn对于小面积目标检测率-1
问题确认 Search before asking
Bug组件 Bug Component
No response
Bug描述 Describe the Bug
训练结果： Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.762 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.943 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.943 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = -1.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.687 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.854 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.016 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.289 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.796 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = -1.000 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.863 [03/19 16:28:44] ppdet.engine INFO: Total sample number: 2, average FPS: 0.14090450811858024 [03/19 16:28:44] ppdet.engine INFO: Best test bbox ap is 0.729.
是什么原因导致检测不到小面积目标？
复现环境 Environment
paddle：2.6
Bug描述确认 Bug description confirmation
- [X] 我确认已经提供了Bug复现步骤、代码改动说明、以及环境信息，确认问题是可以复现的。I confirm that the bug replication steps, code change instructions, and environment information have been provided, and the problem can be reproduced.
是否愿意提交PR？ Are you willing to submit a PR?
- [ ] 我愿意提交PR！I'd like to help by submitting a PR!
和coco map的小物体的定义有关吧
anchor_sizes: [[32], [64], [128], [256], [512]]
请问是这个定义吗