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Classification Head
Terminal part of the network that takes ROI pooled features as input and predicts class probabilities for each detected object, performing the final classification among predefined object categories.
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Regression Head
Network component that precisely adjusts bounding box coordinates by predicting the necessary transformations to align proposals with the exact positions of objects in the image.
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