Omnidirectional cameras are widely popular as they capture a full 360-degree view. They are often utilized for surveillance, traffic analysis, and autonomous systems. But the same wide-angle vision ...
Abstract: Rapidly detecting foreign objects in the railway’s natural environment is crucial for safe railway operation and passenger safety. Traditional detection methods are limited by technology and ...
Abstract: Recently, consumer product recognition comprises harnessing cutting-edge technologies namely artificial intelligence (AI) and computer vision (CV) to develop the purchasing expedition. This ...
Four Roboflow/YOLOv8 instance-segmentation models differed only by training-set composition: 100 synthetic, 100 real, 100 ...
train: /root/autodl-tmp/ultralytics-main/data/NEU-DET/train # The directory corresponding to the training set val: /root/autodl-tmp/ultralytics-main/data/NEU-DET/test ...
India's private space sector has crossed another major milestone after Chennai-based startup Agnikul Cosmos successfully test-fired four semi-cryogenic rocket engines simultaneously as a clustered ...
In this study, seven different YOLO architectures were comparatively evaluated on the TomatoWeedDet dataset created under real field conditions. The results show that the YOLOv8l model demonstrates ...
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Model performance was evaluated using standard object detection metrics computed on the held-out test set. Following COCO evaluation protocol, a detection is considered as true positive if its ...
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