Object Detection Models

Hybrid Task Cascade

Introduced by Chen et al. in Hybrid Task Cascade for Instance Segmentation

Hybrid Task Cascade, or HTC, is a framework for cascading in instance segmentation. It differs from Cascade Mask R-CNN in two important aspects: (1) instead of performing cascaded refinement on the two tasks of detection and segmentation separately, it interweaves them for a joint multi-stage processing; (2) it adopts a fully convolutional branch to provide spatial context, which can help distinguishing hard foreground from cluttered background.

Source: Hybrid Task Cascade for Instance Segmentation

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