Hexbyte  Hacker News  Computers mahyarnajibi/SNIPER

Hexbyte Hacker News Computers mahyarnajibi/SNIPER

|

SNIPER is an efficient multi-scale training approach for instance-level recognition tasks like object detection and instance-level segmentataion. Instead of processing all pixels in an image pyramid, SNIPER selectively processes context regions around the ground-truth objects (a.k.a chips). This significantly speeds up multi-scale training as it operates on low-resolution chips. Due to its memeory efficient design,…