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Efficient Keypoint Object Detection by umme sultana is a document available to read on EtoBox.

CornerNet-Lite introduces two efficient variants of the state-of-the-art keypoint-based object detection model CornerNet: CornerNet-Saccade and CornerNet-Squeeze. CornerNet-Saccade uses an attention mechanism to process only a subset of image regions, improving speed by 6.0x while increasing accuracy by 1%. CornerNet-Squeeze uses a compact backbone architecture, achieving faster and more accurate real-time detection than YOLOv3. Together, these variants address efficiency and accuracy for offline and real-t

Author
umme sultana
Language
EN