Comments (1)
@sugurs
Thank you for watching my repository!
I have never tried to use Deep CNN models without pretraining by ImageNet. So, my suggestion may not be helpful to you.
In my opinion, you try to
- tune hyper-parameter by your own designed architecture (not ResNet-50)
- use deeper model instead of ResNet-50 if you can customize (ex. ResNet-152, DenseNet-161)
- do various Preprocessing, such as data augmentation (horizontal/vertical flip, rotation, RandomResize)
I'm looking forward to hearing good results from you!
from isic2016_challenge.
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