watermark-detection
A repository containing datasets and tools to train a watermark classifier.
Datasets
The datasets folder contains WebDataset files using the following keys:
- key: A unique identifier within the dataset
- url: The URL of the image data
- caption: The caption describing the images
Dataset annotation
Preliminary dataset annotations and WIP tools can be found on https://github.com/robvanvolt/DALLE-tools. More mature tools and completely annotated datasets will be transferred to this repository. Feel free to adjust the structure, upload new annotations or annotation tools.
Training
The training and evaluation source code is availible under ./training/
Note: Deepspeed is still unstable
Models
The current model is at ./models/watermark_model_v1.pt and availible in the release as well
Usage
See example_use.py
Web Annotator
WIP - A tool to annotate the url-caption datasets online will be shortly uploaded.