Comparisons among AlexNet, VGGNet19 in Dogs-VS-Cats dataset
- Please download from https://www.kaggle.com/c/dogs-vs-cats/data. Notice that the pictures of cats and dogs are mixed in
train data folder, so need to move cats and dogs pics into seperated folders, and also the test data folder.
- As to VGGNet19, you can train your own new model, or fine tune the pre-trained weights storing as .npy file, you can download from here https://pan.baidu.com/s/1fjQ85-jC46Fivj1V2SRHiA, and the code is 3dq4.
DevEnPython-v3(3.6)
:
- numpy==1.13.3+mkl
- tensorflow-gpu==1.4.0
- tensorflow-tensorboard==0.4.0