Upgrade Feature Extractor to ResNet34, Improve Frame Synthesis with Sequential Prediction, and Update Softmetric to L2 Norm#11
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Upgrade Feature Extractor to ResNet34, Improve Frame Synthesis with Sequential Prediction, and Update Softmetric to L2 Norm#11Raja904 wants to merge 2 commits into
Raja904 wants to merge 2 commits into
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Raja904
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Jun 4, 2025
Raja904
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- Replaced VGG with ResNet34 for better feature extraction.
- Modified frame synthesis module to use sequential prediction instead of relying solely on the source frame.
- Changed softmetric to L2 norm for computing weighted flow vectors, aligning with the methodology in the Generative Image Dynamics paper.
…quential prediction, earlier only source frame was used to predict all the frames. Also changed the softmetric to L2 norm for weighted flow vector (as mentioned in Generative Image Dynamics paper).
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