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khchow-gt avatar khchow-gt commented on May 27, 2024

I think you may try to use a caffe-to-Keras converter to obtain a Keras version of your model first.

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jaeholo avatar jaeholo commented on May 27, 2024

I think you may try to use a caffe-to-Keras converter to obtain a Keras version of your model first.

@khchow-gt Thanks for your suggestion, so the model like ssd&yolo you use in your project is built in keras? I thought they were built in pytorch and tried to find a caffe to pytorch converter, I was in the wrong way,

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khchow-gt avatar khchow-gt commented on May 27, 2024

SSD and YOLOv3 are both Keras. Only Faster R-CNN is PyTorch. That's why in your case, you need a cafffe to Keras converter.

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jaeholo avatar jaeholo commented on May 27, 2024

@khchow-gt I have searched online these days for a caffe2keras converter, yet none of them work for yolo or ssd, all of them only support a few kinds of layers, do you have any recommendation for such a converter? Thanks

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khchow-gt avatar khchow-gt commented on May 27, 2024

I am sorry that I haven't tried any converter. I think using the Keras implementation of SSD to retrain the model is a better choice because there can be a lot of problems to fix when you convert a Caffe model to Keras.

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