Comments (1)
I think the image animation task is a generation task, since there is only one input source image, it is important to preserve the style (identity). And using IN helps to preserve the style (identity) of the source image.
The reason for not using BN:
on one hand, I don't have too many GPUs, so the batchsize can't be set too large, only 28. Using BN with small batchsize may have a negative impact on model training.
On the other hand, I think BN is more suitable for classification, regression and other task that the dataset has common laws, while the generation task generates results with various of different characteristics, so BN is not suitable for generation task (especially when the batchsize is small).
from thin-plate-spline-motion-model.
Related Issues (20)
- AttributeError at animation generation HOT 1
- When setting “find_best_frame = True”, an error occurs in the bottom four modules in demo.ipynb. HOT 1
- Erroring out at - from demo import load_checkpoints
- After training, ask reasoning questions with checkpoints
- Training data questions
- EOFError Ran out of input HOT 11
- Invalid loadkey HOT 3
- RuntimeError: Expected hasRecord("version") to be true, but got false. HOT 2
- FileNotFoundError: [Errno 2] No such file or directory: 'checkpoints/vox.pth.tar'
- Generating video issues with notebook
- fine tune on a single speaker? HOT 1
- How to adjust this result in coding? HOT 3
- FileNotFoundError: [Errno 2] No such file or directory: 'checkpoints/vox.pth.tar' HOT 2
- [Feature request] wav2lip for 3d models's "bones"
- Still no 512 or 768 pre trained model? HOT 21
- Visualizing keypoints
- train 512 or higher resolution HOT 3
- Image animation given only keypoint vectors. HOT 1
- Is this project still maintain ?
- I have a problem with curling HOT 1
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from thin-plate-spline-motion-model.