A new industrial recycling dataset and benchmark show YOLOv8-x and YOLO11-x as top detectors, and a small denoising and super-resolution network (DDSRNet) improves noisy image quality.
The results from SOTA object detection methods are promising
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Image Quality Enhancement and Detection of Small and Dense Objects in Industrial Recycling Processes
A new industrial recycling dataset and benchmark show YOLOv8-x and YOLO11-x as top detectors, and a small denoising and super-resolution network (DDSRNet) improves noisy image quality.