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Architecture of the arrow-extraction model. The model takes in an image patch which contains a single, isolated connected component. Features are extracted by the Resnet-18 backbone layers. Transformed features are fed to two parallel branches: one for arrow detection, and another for classification of arrows into arrow types (solid, curly, equilibrium, resonance).
