taokz / BiomedGPT

BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks
https://www.nature.com/articles/s41591-024-03185-2
Apache License 2.0
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producing image embeddings using own image dataset #46

Open p1nkuu opened 2 weeks ago

p1nkuu commented 2 weeks ago

Hello, is there a way to produce image embeddings from BiomedGPT directly or should I use the OFA or CLIP model directly and just use your checkpoints to train it? I would like to create image embeddings for my own dataset of histopathology images. Sorry if this is a silly question, I'm new to using large models like this!

taokz commented 1 week ago

@p1nkuu Sorry for the late response. I currently don’t have the code to retrieve image embeddings, but I plan to develop it in the following week. Recently, there was a paper that used BiomedGPT as one of the biomedical embedding models: https://arxiv.org/abs/2410.06542. You might find it useful as a reference.