(SIGGRAPH Asia 2024) This is the official PyTorch implementation of SIGGRAPH Asia 2024 paper: DrawingSpinUp: 3D Animation from Single Character Drawings
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Dec 20, 2024 - Python
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non-photorealistic-rendering
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Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.
python machine-learning deep-learning pytorch style-transfer deep-learning-tutorial non-photorealistic-rendering neural-style-transfer neural-style-transfer-pytorch neural-style-transfer-tutorial
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Jan 30, 2021 - Python
Reconstruction of the fast neural style transfer (Johnson et al.). Some portions of the paper have been improved by the follow-up work like the instance normalization, etc. Checkout transformer_net.py's header for details.
python machine-learning deep-learning pytorch style-transfer deep-learning-tutorial non-photorealistic-rendering neural-style-transfer neural-style-transfer-tutorial
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Dec 4, 2020 - Python
Create naive (no temporal loss) NST for videos with person segmentation. Just place your videos in data/, run and you get your stylized and segmented videos.
python machine-learning video deep-learning pytorch style-transfer deep-learning-tutorial semantic-segmentation non-photorealistic-rendering neural-style-transfer neural-style-transfer-tutorial
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Dec 4, 2020 - Python
Code for TPAMI "Quality Metric Guided Portrait Line Drawing Generation from Unpaired Training Data"
computer-vision computer-graphics pytorch gan face image-generation non-photorealistic-rendering image-to-image-translation image-synthesis
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Jun 4, 2022 - Python
NPRportrait-segmentation provides fine-grained segmentation masks for the NPRportrait datasets
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Apr 21, 2023 - Python
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