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Chapter and Conference Paper
Research on Defective Apple Detection Based on Attention Module and ResNet-50 Network
In defective apple detection, stem and calyx are easily confused with defects, and the detection accuracy of defective apples is lower. In order to solve these problems, this paper proposes a defective apple d...
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Article
Attention mechanism-based deep learning method for hairline fracture detection in hand X-rays
Wrist and finger fractures detection is always the weak point of associate study, because there are small targets in X-rays, such as hairline fractures. In this paper, a dataset, consisting of 4346 anteroposte...
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Chapter and Conference Paper
Improved Faster R-CNN Algorithm for Transmission Line Small Target Detection
Bird’s nests, as well as suspended foreign objects such as plastic and rags, are serious potential safety hazards on transmission lines. Because the Bird’s nests and suspended foreign objects in the unmanned a...
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Chapter and Conference Paper
Data Enhancement Method Based on Generative Adversarial Network for Small Transmission Line Detection
Unmanned aerial vehicle (UAV) patrol inspection is an important means of transmission line detection. However, during UAV patrol, due to the UAV or the bad weather, there may be droplets on the camera lens, wh...