PaddlePaddle / PaddlePaddle/FastDeploy
MaskRCNN模型推理结果缺少Mask掩码图
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- Dominant language
- Python
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Description
环境
- 【FastDeploy版本】： fastdeploy-1.0.7
- 【系统平台】: Windows x64(Windows10)
- 【硬件】： Nvidia GPU 3090TI， CUDA 11.4 CUDNN 8.3
- 【编译语言】：Python3.9
问题日志及出现问题的操作流程
- 【推理结果缺少mask掩码图】
运行examples/vision/detection/paddledetection/python中的infer_mask_rcnn.py文件，最后的可视化输出没有掩码图，只有矩形框。我查找推理结果中的result.masks，发现所有masks的值都全部是0。
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by running examples/vision/detection/paddledetection/python/infer_mask_rcnn.py in the reported environment and inspect the inference result's masks values before visualization. Compare the mask output with the final visualization; done means the result contains nonzero masks and the rendered output includes the Mask R-CNN mask overlay.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 38/100