CPC G06T 7/11 (2017.01) [G06F 3/04883 (2013.01); G06N 3/08 (2013.01); G06T 7/187 (2017.01); G06T 11/203 (2013.01)] | 22 Claims |
1. A computer-implemented method comprising:
selecting a frame from a scene;
generating a first frame segmentation using: (i) the frame; and (ii) a segmentation network;
displaying on a device: (i) the frame; and (ii) the first frame segmentation overlaid on the frame;
receiving a correction input directed to the frame;
training the segmentation network using the correction input;
iterating through the generating segmentation step, displaying segmentation step, receiving correction input step, and training the segmentation step until a number of iterations reaches a predetermined threshold, the predetermined threshold being determined based on a statistical variation within the scene;
generating, after training the segmentation network using the correction input, a revised frame segmentation using: (i) the frame; and (ii) the segmentation network; and
displaying on the device: (i) the frame; and (ii) the revised frame segmentation overlaid on the frame.
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