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SketchINR: A First Look into Sketches as Implicit Neural Representations [CVPR 2024]

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SketchINR: A First Look into Sketches as Implicit Neural Representations [CVPR 2024]

  • Before training, change the root directory here
    root = "/vol/research/hmriCV2/Datasets/"
    to your dataset folder. The folder (for QuickDraw) should look like
    .
    └── Datasets
        └── QuickDraw
             ├── QuickDraw_Keys.pickle
             ├── QuickDraw_TestData/
             ├── QuickDraw_TrainData/
             └── QuickDraw_ValidData/
    
    Download dataset from https://huggingface.co/datasets/Hmrishav/QuickDraw
  • Create conda environment: conda env create --name sketchinr --file=environments.yml
  • Training: python3 single_fit.py

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SketchINR: A First Look into Sketches as Implicit Neural Representations [CVPR 2024]

License:MIT License


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