Stitcher: Feedback-driven Data Provider for Object Detection

May 2020

tl;dr: Data augmentation method to boost small object detection.

Overall impression

Stitcher proposed two methods to stitch multiple images into one, either along spatial dimension or along channel dimension. The first one is similar to the mosaic data aug in yolov4.

Key ideas

Technical details