TW-YOLO: An Innovative Blood Cell Detection Model Based on Multi-Scale Feature Fusion
Dingming Zhang,
Yangcheng Bu,
Qiaohong Chen
et al.
Abstract:As deep learning technology has progressed, automated medical image analysis is becoming ever more crucial in clinical diagnosis. However, due to the diversity and complexity of blood cell images, traditional models still exhibit deficiencies in blood cell detection. To address blood cell detection, we developed the TW-YOLO approach, leveraging multi-scale feature fusion techniques. Firstly, traditional CNN (Convolutional Neural Network) convolution has poor recognition capabilities for certain blood cell feat… Show more
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