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MRS Yolo by jawaechan is a document available to read on EtoBox.

What is MRS Yolo about?

The document presents the MRS-YOLO model, an advanced waste detection and classification system that enhances accuracy and speed in identifying various types of waste, particularly small targets. It introduces innovative techniques such as SlideLoss_IOU for improved detection of small objects and integrates a Transformer mechanism for better feature extraction. Validation on a dataset of 12,072 samples shows a 3.6% increase in accuracy compared to YOLOv8, along with a significant reduction in model size.

Author

jawaechan

Language

EN