Potestates/focus-frame-point-annotation
FOCUS — Foreign-Object Point Annotation What you are doing For every foreign object in a surgical frame, drop one point on it and pick its class. You are not counting. We already have the counts. What the model is missing is where the objects are — it knows "this frame contains 5" but not which 5 pixels, which is exactly why it cannot learn to count. Getting started (1 minute) unzip shardN.zip -d shardN cd shardN python3 -m http.server 8000 Open… See the full description on the dataset page: https://huggingface.co/datasets/Potestates/focus-frame-point-annotation.
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