DocRes MBD Weights (mbd.pkl)
These are the MBD weights (mbd.pkl) used by the DocRes model (CVPR 2024), rehosted for use in the Doctra library.
📖 Source
- Original repository: ZZZHANG-jx/DocRes
- Paper: DocRes: Dynamic Task-Specific Prompt for Generalist Document Image Restoration (CVPR 2024)
⚖️ License
MIT License (see LICENSE file).
Weights are redistributed under the same terms, with attribution to the original authors.
✅ Intended Use
The mbd.pkl weights are used for Mask and Background Detection (MBD), a critical component of DocRes for:
- Generating document masks
- Producing background priors
- Supporting the Dynamic Task-Specific Prompt (DTSPrompt) mechanism
These weights are required to prepare task-specific prompts for the main docres.pkl model.
⚠️ Limitations
- Designed specifically for document mask/background detection.
- Performance depends on the quality of scanned/photographed inputs.
- Should be used in combination with the main DocRes weights (
docres.pkl) for full restoration capability.
- Downloads last month
- 54