How to combine other Pretrained network with YOLOX for backbone?

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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!

回答(1 个)

Chandrika
Chandrika 2024-7-19
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

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