├── .github └── workflows │ └── runner.yml ├── .gitignore ├── .vscode └── launch.json ├── EMODataset.py ├── M2Ohb0FAaJU_1.mp4 ├── README.md ├── VideoDataset.py ├── WebVid10M.py ├── __pycache__ ├── WebVid10M.cpython-311.pyc ├── lia_resblocks.cpython-311.pyc ├── loss.cpython-311.pyc ├── resblocks.cpython-311.pyc └── stylegan.cpython-311.pyc ├── config.yaml ├── configs └── inference.yaml ├── data ├── celebvhq_info.json ├── driving_video.json └── overfit.json ├── embeddings_visualization.png ├── extract_frames.py ├── face.mp4 ├── framedecoder.py ├── helper.py ├── hog.py ├── implicitmotion.md ├── inference.py ├── kp.sh ├── lia_resblocks.py ├── loss.py ├── model.py ├── ok.png ├── ok.txt ├── onnxconv.py ├── reference ├── CIPS.txt ├── DCDV-DC.py ├── DCDV-DC.txt ├── FOMM.txt ├── Gao_Implicit_Motion_Function_CVPR_2024_supplemental.pdf ├── IMF.png ├── IMF.txt ├── Implicit Motion Function.pdf ├── SPIT.txt ├── architecture2.png ├── attention.py ├── densefeatureencoder.png ├── first-order-model.py ├── framedecoder.png ├── implicitmotionalignment.png ├── latent-token-encoder.png ├── latentTokenDecoder.png ├── positional-vit.py ├── simple-vit.py ├── simple_vit.py ├── stylegan2-pytorch.py └── vision_transformer.py ├── requirements.txt ├── resblocks.py ├── run.sh ├── sam.py ├── stylegan.py ├── test_gradient_flow.py ├── tf-export-edge.py ├── train.py ├── vit.py ├── vit_mlgffn.py ├── vit_scaled.py └── vit_xformers.py /.github/workflows/runner.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/.github/workflows/runner.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/.gitignore -------------------------------------------------------------------------------- /.vscode/launch.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/.vscode/launch.json -------------------------------------------------------------------------------- /EMODataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/EMODataset.py -------------------------------------------------------------------------------- /M2Ohb0FAaJU_1.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/M2Ohb0FAaJU_1.mp4 -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/README.md -------------------------------------------------------------------------------- /VideoDataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/VideoDataset.py -------------------------------------------------------------------------------- /WebVid10M.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/WebVid10M.py -------------------------------------------------------------------------------- /__pycache__/WebVid10M.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/__pycache__/WebVid10M.cpython-311.pyc -------------------------------------------------------------------------------- /__pycache__/lia_resblocks.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/__pycache__/lia_resblocks.cpython-311.pyc -------------------------------------------------------------------------------- /__pycache__/loss.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/__pycache__/loss.cpython-311.pyc -------------------------------------------------------------------------------- /__pycache__/resblocks.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/__pycache__/resblocks.cpython-311.pyc -------------------------------------------------------------------------------- /__pycache__/stylegan.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/__pycache__/stylegan.cpython-311.pyc -------------------------------------------------------------------------------- /config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/config.yaml -------------------------------------------------------------------------------- /configs/inference.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/configs/inference.yaml -------------------------------------------------------------------------------- /data/celebvhq_info.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/data/celebvhq_info.json -------------------------------------------------------------------------------- /data/driving_video.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/data/driving_video.json -------------------------------------------------------------------------------- /data/overfit.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/data/overfit.json -------------------------------------------------------------------------------- /embeddings_visualization.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/embeddings_visualization.png -------------------------------------------------------------------------------- /extract_frames.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/extract_frames.py -------------------------------------------------------------------------------- /face.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/face.mp4 -------------------------------------------------------------------------------- /framedecoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/framedecoder.py -------------------------------------------------------------------------------- /helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/helper.py -------------------------------------------------------------------------------- /hog.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/hog.py -------------------------------------------------------------------------------- /implicitmotion.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/implicitmotion.md -------------------------------------------------------------------------------- /inference.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/inference.py -------------------------------------------------------------------------------- /kp.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | pkill -9 -f "python train.py" -------------------------------------------------------------------------------- /lia_resblocks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/lia_resblocks.py -------------------------------------------------------------------------------- /loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/loss.py -------------------------------------------------------------------------------- /model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/model.py -------------------------------------------------------------------------------- /ok.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/ok.png -------------------------------------------------------------------------------- /ok.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/ok.txt -------------------------------------------------------------------------------- /onnxconv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/onnxconv.py -------------------------------------------------------------------------------- /reference/CIPS.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/CIPS.txt -------------------------------------------------------------------------------- /reference/DCDV-DC.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/DCDV-DC.py -------------------------------------------------------------------------------- /reference/DCDV-DC.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/DCDV-DC.txt -------------------------------------------------------------------------------- /reference/FOMM.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/FOMM.txt -------------------------------------------------------------------------------- /reference/Gao_Implicit_Motion_Function_CVPR_2024_supplemental.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/Gao_Implicit_Motion_Function_CVPR_2024_supplemental.pdf -------------------------------------------------------------------------------- /reference/IMF.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/IMF.png -------------------------------------------------------------------------------- /reference/IMF.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/IMF.txt -------------------------------------------------------------------------------- /reference/Implicit Motion Function.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/Implicit Motion Function.pdf -------------------------------------------------------------------------------- /reference/SPIT.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/SPIT.txt -------------------------------------------------------------------------------- /reference/architecture2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/architecture2.png -------------------------------------------------------------------------------- /reference/attention.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/attention.py -------------------------------------------------------------------------------- /reference/densefeatureencoder.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/densefeatureencoder.png -------------------------------------------------------------------------------- /reference/first-order-model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/first-order-model.py -------------------------------------------------------------------------------- /reference/framedecoder.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/framedecoder.png -------------------------------------------------------------------------------- /reference/implicitmotionalignment.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/implicitmotionalignment.png -------------------------------------------------------------------------------- /reference/latent-token-encoder.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/latent-token-encoder.png -------------------------------------------------------------------------------- /reference/latentTokenDecoder.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/latentTokenDecoder.png -------------------------------------------------------------------------------- /reference/positional-vit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/positional-vit.py -------------------------------------------------------------------------------- /reference/simple-vit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/simple-vit.py -------------------------------------------------------------------------------- /reference/simple_vit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/simple_vit.py -------------------------------------------------------------------------------- /reference/stylegan2-pytorch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/stylegan2-pytorch.py -------------------------------------------------------------------------------- /reference/vision_transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/reference/vision_transformer.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/requirements.txt -------------------------------------------------------------------------------- /resblocks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/resblocks.py -------------------------------------------------------------------------------- /run.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/run.sh -------------------------------------------------------------------------------- /sam.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/sam.py -------------------------------------------------------------------------------- /stylegan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/stylegan.py -------------------------------------------------------------------------------- /test_gradient_flow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/test_gradient_flow.py -------------------------------------------------------------------------------- /tf-export-edge.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/tf-export-edge.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/train.py -------------------------------------------------------------------------------- /vit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/vit.py -------------------------------------------------------------------------------- /vit_mlgffn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/vit_mlgffn.py -------------------------------------------------------------------------------- /vit_scaled.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/vit_scaled.py -------------------------------------------------------------------------------- /vit_xformers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/johndpope/IMF/HEAD/vit_xformers.py --------------------------------------------------------------------------------