Comments (6)
hao-qiang
commented on May 20, 2024
在使用face_id loss时，最终训练收敛时的d_loss在1.5至2，g_loss在10至12，在8千步时的g_loss确实还比较高，您可以尝试训练10万步至收敛。
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fantasy-fish
commented on May 20, 2024
好的，感谢。我还有一个问题就是如果不做那些数据预处理的工作（比如说按照关键点旋转脸部以及背景置白），结果会差很多吗？
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hao-qiang
commented on May 20, 2024
当背景和头发或皮肤比较相近时，生成的卡通画背景容易渲染成头发或皮肤的纹理。
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fantasy-fish
commented on May 20, 2024
那如果不按照关键点旋转人脸呢？
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hao-qiang
commented on May 20, 2024
根据关键点校正人脸裁切，使人脸五官位置更统一，可以一定程度降低卡通化模型的训练难度。由于模型较为鲁棒，对于旋转的人脸，模型也能较好的生成卡通画。
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fantasy-fish
commented on May 20, 2024
好的，感谢
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Related Issues (20)
- hyperparameter tuning
- ModuleNotFoundError: No module named 'face_alignment' HOT 1
- Does this support multi-person picture or just cartoon a background image? HOT 1
- RuntimeError: CUDA out of memory. HOT 1
- export my model to onnx
- The model removes green colour
- release onnx export code
- 无响应 HOT 2
- 官方的漫画api，偶尔出现不正常 HOT 2
- 关于人像分割模型原理的疑问 HOT 1
- paper published HOT 1
- 请问需要训练多久才能达到一个比较好的效果？ HOT 1
- ONXX conversion script?
- UnicodeDecodeError: 'utf-8' codec can't decode byte 0xd5 in position 103: invalid continuation byte HOT 1
- Training on input size (386*386) given an error HOT 1
- Could you please share the dataset that you trained with? Thank you very much! HOT 1
- Multi-GPU training, IndexError: Caught IndexError in replica 0 on device 5. HOT 2
- OSError: unrecognized data stream contents when reading image file
- TypeError: img should be PIL Image. Got <class 'NoneType'> HOT 1
- 下载速度太慢，有解决方法吗？
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