Advanced Variants of Non-Maximum Suppression and Loss Functions in Deep Learning
Non-Maximum Suppression and Its Variants
Standard NMS: Non-Maximum Suppression removes redundant detection boxes by suppressing non-maximum scored boxes based on an Intersection over Union (IoU) threshold.
Limitations:
Requires a manually set IoU threshold, which critically impacts detection performance for overlapping objects.
Hard suppressio ...
Posted on Tue, 20 Oct 2026 16:22:27 +0000 by codrgii