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You say "it can be trained" but they fail at counting in my use cases, let alone maintaining symbolic relationships. Can you point me at one that can understan
by knollimar 2mo ago
You say "it can be trained" but they fail at counting in my use cases, let alone maintaining symbolic relationships.
Can you point me at one that can understand a detailed block diagram? Frontier is fine, soliciting recommendations
- johndough 2mo agoFor 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 2mo 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.