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matlab-deep-learning / Object-Detection-Using-YOLO-v2-Deep-Learning

MATLAB example of deep learning based object detection using Yolo v2 with ResNet50 Base Network
https://www.mathworks.com/products/deep-learning.html
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Network flexibility and efficiency issues #1

Closed cuixing158 closed 4 years ago

cuixing158 commented 4 years ago

I reproduced the original version of yolov3 / yolov4, but encountered the following problems: 1、The automatic differential derivation architecture is not fast (such as GIOU); 2、The network layer is not easy to control freely, and the location of the retrieval layer Very inefficient; 3、Network inference is much slower than the original framework (even with GPU). yolov3-yolov4-matlab respository here: https://github.com/cuixing158/yolov3-yolov4-matlab

I hope mathworks can strengthen the flexibility and efficiency of the above aspects ,thankyou!

davidwillingham commented 4 years ago

duplicate of another issue: https://github.com/mathworks-robotics/deep-learning-for-object-detection-yolov2/issues/1