ComfyUI Node
ABCD Bit-Depth Enhancement (8→16)
ML-based 8-bit to 16-bit enhancement using ABCD (CVPR 2023). Reconstructs intermediate tonal values for true bit-depth expansion.
ABCD Bit-Depth Enhancement (8→16)
- image
- enhanced_image
◄modelSwinIR-ABCD►
Categorybitdepth_enhancement
Inputs (2)
| Name | Type | Default | Description |
|---|---|---|---|
| image | IMAGE | Input 8-bit image from ComfyUI. Will be enhanced to true 16-bit with learned intermediate tonal values using deep learning. | |
| model | COMBO | SwinIR-ABCD | ABCD model architecture (all models fully supported with automatic checkpoint remapping): SwinIR-ABCD (Swin Transformer, highest quality, 151M params) | RDN-ABCD (Residual Dense Network, balanced, 132M params) | EDSR-ABCD (Enhanced Deep Residual, fastest, 141M params). All trained on arbitrary bit-depth conversion. |
Outputs (1)
| Name | Type | Description |
|---|---|---|
| enhanced_image | IMAGE | — |