Pixel Art to Drawing Source
Drawing to Pixel Art
- Download dataset here
- Unzip and put folder in
/dataset/draw2pix - Download latest checkpoint of desired model
- Unzip and put folder in
/notebooks/checkpoints/draw2pix - Run notebook in
/notebooks/
├── CustomImages /* Your images */
│ ├── Draw
│ └── Pix
├── dataset
│ ├── draw2pix /* 1 subfolder per class in dataset */
│ │ ├── Multi-cell pixel art
│ │ └── Non-pixel art
├── notebooks /* Write new notebooks here */
│ └── checkpoints
│ └── draw2pix /* Checkpoints must be saved here */
│ └── cycleGanPix2Pix /* Model Name */
│ └── train
├── results /* Saved results graphs/images */
The training requires both non-pixel art and pixel art images.
For non-pixel art, dataset = 4235 non-pixel art images, where 790 images are from the CartoonSet [Royer et al. 2020], 277 images are from the Abstract Scenedataset (Zitnick and Parikh 2013), and the rest are from the Internet. All images are scaled to the resolution of 512×512.
For pixel art, Multi-cell dataset of pixel arts with different cell sizes of a fixed resolution (256*256): 7000 images, with 1000 images for each cell size (cell size = scaling factor of 2x, 3x, 4x, 5x, 6x, 7x, 8x).