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Graphbook
The open source tool for visual AI development
11 followers
The open source tool for visual AI development
11 followers
Graphbook is an open source Python framework for building interactive, scalable AI apps faster. It integrates well with Pytorch, Ray, Huggingface, and other ML libraries to develop and scale AI applications.
I discovered this idea after running into troubles with dataset curation for vision training. I needed a tool that can help me preview my image processing steps really quickly. Graphbook was the solution. It also serves other applications such as training models, scaling applications with Ray, and any DAG-structured Python application -- all while wrapping a UI around it. Try out a demo here: https://huggingface.co/spaces/rsamf/rmbg-graphbook
Really interesting product. I tried it on the HuggingFace demo, and I think those willing to invest a little time to learn this tool can build powerful pipelines with it that can go a long way. The graphic layout makes it easy to understand what is being done to the data, and the visualization tools are useful for debugging to do inspect intermediate or final results.