Comments (4)
RYHSmmc
commented on July 17, 2024
Hi, when I retrain the CCVC using the script(./tools/train.sh) on cityscapes, should I revise the settings like lr or loss weight？
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xiaoyao3302
commented on July 17, 2024
Hi, sorry for the delay, of course, you can directly run the script, but note that I set the conf_threshold as 0.2 to reproduce the attached logger result (to see the mask percentage), while setting the threshold to 0.2 or 0 will not have much impact on the performance. Moreover, we did not adjust the parameters carefully, and you can try other weights (w_CE, w_con and w_dis) to get better performance. However, to ensure the cut mix operation works, please set the batch size to 2 at least.
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发送时间: 2023年4月3日 10:02
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主题: Re: [xiaoyao3302/CCVC] Questions about retraining (Issue #3)
Hi, when I retrain the CCVC using the script(./tools/train.sh) on cityscapes, should I revise the settings like lr or loss weight？
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W-Kinlon
commented on July 17, 2024
Hi, I want to use CVCC to train my own dataset and obtain my own set of metrics. Could you provide a simplified version of the network that only requires input of size and segmentation type?
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xiaoyao3302
commented on July 17, 2024
Hi, I'm confused about your question. Our model has only one input, which is the image, e.g., line 51 in the deeplabv3plus.py file, I'm not sure about the meaning of the segmentation type you mentioned, maybe you can run our code and change the network according to your needs.
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Related Issues (14)
- Results HOT 2
- Confusion about Equations HOT 3
- Question about the setting of "mode_confident" HOT 4
- Question about the inplanes of ResNet HOT 1
- Question about the setting in your experiment HOT 4
- Question about the GPU HOT 1
- About Supervised loss and consistency loss HOT 11
- Question about the evaluation method HOT 1
- About unlabeled.txt HOT 3
- Question about the CPL loss HOT 2
- 关于子网坍缩 HOT 3
- uestion about the setting of "mode_confident"
- L2 normalization和CosineSimilarity
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