2 ms·
For counting, there are specialized counting models, e.g. https://huggingface.co/spaces/MengqiLei/count-anything-demo https://huggingface.co/spaces/MengqiLei/co
by johndough 1mo ago
For counting, there are specialized counting models, e.g. https://huggingface.co/spaces/MengqiLei/count-anything-demo https://huggingface.co/spaces/MengqiLei/count-anything-demo
I tried to parse hand-drawn ER diagrams in the past and did not have much success with any model, frontier or otherwise. If you have annotated data, I'd recommend finetuning a recent (dense) VLM, but don't expect 100% accuracy. https://unsloth.ai/docs/basics/vision-fine-tuning https://unsloth.ai/docs/basics/vision-fine-tuning
- knollimar 1mo agogood advice; tbh I'm really trying to use counting as a proxy for "understand symbol, flag annotation next to it, associate annotation with symbol and store as object in location". Ideally, look at second diagram and see something similar in the same location and understand it's the same physical object.