Swin-transformer-yolov5 For Real-time Wine Grape Bunch Detection. (arXiv:2208.14508v1 [cs.CV])

In this research, an integrated detection model, Swin-transformer-YOLOv5 or
Swin-T-YOLOv5, was proposed for real-time wine grape bunch detection to inherit
the advantages from both YOLOv5 and Swin-transformer. The research was
conducted on two different grape varieties of Chardonnay (always white berry
skin) and Merlot (white or white-red mix berry skin when immature; red when
matured) from July to September in 2019. To verify the superiority of
Swin-T-YOLOv5, its performance was compared against several commonly
used/competitive object detectors, including Faster R-CNN, …

arxiv detection real-time swin time transformer wine yolov5