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liangfu avatar liangfu commented on July 17, 2024

I'm glad you're interested in the project.
Yes, it's 72.45 in the validation set of ImageNet 2012, I have no accuracy results in the test set though.
Following the MobileNetV2 paper, I use initial learning rate of 0.045 and decrease rate of 0.98, after learning rate reach 1e-3, random scaling range is changed from 0.533 ~ 1 to 0.533 ~ 0.534, and augmentation level is changed from 2 to 1, leaving no augmentation in original image color. In the RecordIO, I use is the recommended size in ResNet paper, which is 480xN for each input image.

from mxnet-mobilenet-v2.

jhyume avatar jhyume commented on July 17, 2024

Thanks a lot! I will give a try.

from mxnet-mobilenet-v2.

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