Abstract: In the current deep learning research landscape, image processing technology faces significant challenges in lightweight defect detection despite its broad application in object detection.

Image Processing is one of its applications. CNN processors were designed to perform image processing; specifically, the original application of CNN processors was to perform real-time ultra-high ...

The white porcelain wine bottle flaw detection algorithm proposed in this research effectively improves the detection accuracy and has a fast detection speed, thus satisfying the real-time ... output ...

RF-DETR is a real-time, transformer-based object detection model architecture developed by Roboflow ... Roboflow Universe to find pre-labeled datasets for a range of use cases. output_dir Directory ...

Real-time and accurate object detection and recognition are crucial in ensuring autonomous vehicles’ safe and stable operation. In recent years, the continuous introduction of the YOLO series of ...