Training-free framework that converts SAM3 into a real-time multi-class open-vocabulary detector. Achieves 55.8 AP on COCO val2017 (80 classes) at 15.8 FPS (4 classes, 1008px) on a single RTX 4080.
Abstract: Railway infrastructure plays a critical role in transportation systems, and its routine inspection is crucial for ensuring operational stability and safety. Traditional railway inspection ...
Abstract: Recent real-time detection transformers (DETRs) have gained popularity due to their simplicity and efficiency. However, these detectors do not explicitly model object rotation, especially in ...
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