Comments (5)
wymanCV
commented on September 24, 2024
您好，谢谢对我们工作的关注。
我之前使用这个工具可视化预测框的，只需要收集inference产生的bbox.json 文件（包含每张图片的类别以及box结果），配合这个工具就可以可视化。
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SATURN2021
commented on September 24, 2024
好的，感谢作者的回复！
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SATURN2021
commented on September 24, 2024
作者您好！通过研究您的代码，看到vis_tools.py里面有和t-SNE有关的内容，但不太清楚应该如何使用？期待您的回复！
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wymanCV
commented on September 24, 2024
作者您好！通过研究您的代码，看到vis_tools.py里面有和t-SNE有关的内容，但不太清楚应该如何使用？期待您的回复！
您好，抱歉那个文件不是我们最终使用的工具。我们是通过以下几个步骤操作的：
1、首先在源域和目标域的gt框内按类别采样特征点（可以直接用我们的node 采样的接口，尝试不同位置的node特征），并且存下来
2、用sklearn中的TSNE对采样的所有node特征一起降维到2维
3、用不同颜色绘制不同类别的点，观察不同类别特征分布情况
另外，我们提供了更复杂的可视化过程在 issue
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SATURN2021
commented on September 24, 2024
好的，十分感谢作者回复！！
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Related Issues (20)
- Unknown CUDA arch (8.6) or GPU not supported？
- Random seeds are used for training HOT 16
- Some Random Thoughts HOT 2
- Question about pseudo label and category mismatch. HOT 2
- 属性错误 HOT 2
- Sim10k's ImageSets HOT 2
- source-only 训练，低mAP HOT 1
- RuntimeError: Not compiled with GPU support HOT 5
- How to tune hyperparameters for custom datasets? HOT 1
- Missing annotation files for Pascal Voc based settings HOT 3
- Question about VOC2Watercolor & Comic HOT 4
- yaml文件问题 HOT 3
- About iterative_test, I have test the traning procedure with iteration%100=0 and after 60000 start iteration%100=0 validation. Strange tihing that without iterative val the loss is different, whereas if with iterative val the loss is same. HOT 4
- T-SNE可视化 HOT 1
- source only
- 准确率和召回率的计算有接口吗 HOT 1
- A problem when running ‘python setup.py build develop’. HOT 2
- VOC HOT 2
- WEIGHT of the vgg16_caffe-292e1171.pth HOT 4
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