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.
This damage can result in dead pixels that consistently output a fixed value
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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.