How to combine other Pretrained network with YOLOX for backbone?

Question

Drov 2024-4-3

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https://ww2.mathworks.cn/matlabcentral/answers/2102356-how-to-combine-other-pretrained-network-with-yolox-for-backbone

回答： Chandrika 2024-7-19，16:40

Hello,

In this example: https://www.mathworks.com/help/vision/ref/yoloxobjectdetector.html shows about YOLOX object detection model.

YOLOX used CSP-DarkNet-53 for backbone net. But can we combine other pretrained network model in YOLOX for backbone net like Resnet18, googlenet, etc., please?

Thanks in advance!

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Answer 1

Chandrika 2024-7-19，16:40

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https://ww2.mathworks.cn/matlabcentral/answers/2102356-how-to-combine-other-pretrained-network-with-yolox-for-backbone#answer_1488171

Hello Drov,

YOLOX unlike the other existing Object Detection networks in MATLAB such as YOLO v4, YOLO v2, etc. does not have the option to take in a custom trained network as input. It supports only two pretrained YOLOX deep learning networks namely "small-coco" and "tiny-coco" which use CSP-DarkNet-53 as the base network. There is thus no workaroud currently to use any other base network with YOLOX.

Hope this answers your query!

Regards,

Chandrika