/AlexNet

Second classic deep learning model to classify cat & dog image

Primary LanguagePython

AlexNet

Second classic deep learning model to classify cat & dog image

Dataset download from kaggle: https://www.kaggle.com/c/dogs-vs-cats-redux-kernels-edition

Simplify model:

  1. No data augmnetation
  2. No dropout
  3. Only 20 testing images

Training accuracy(mean accuracy of all batches): 0.82 Testing accuracy: 0.85, for 20 testing images

Testing accuracy:

image

Training Loss:

image

Testing result:

image

image

image

image

image

image

image

image

image

image

image

image

image

image

image

image

image

image

image

image

image