Inception V3 for Transfer Learning on Cats and Dogs

File to train the Inception v3 model on any dataset is added(transfer.py)

I have added the weights file and the predict file(predict.py)

Recommended to use Anaconda 3

Dependencies:

1. Tensorflow = 1.2.1
2. Keras = 2+

Installing Tensorflow-cpu : pip install tensorflow

Installing keras: pip install keras

Transfer-Learning
| inception.model 
| README.md
| predict.py
| transfer.py
|__test_set
|   |__cats
|   |    cat01.jpg
|   |    cat02.jpg
|   |    ...
|   |__dogs
|   |    dog01.jpg
|   |    dog02.jpg
|   |    ..
|
|
|__training_set
|   |__cats
|   |    cat01.jpg
|   |    cat02.jpg
|   |    ...
|   |__dogs
|   |    dog01.jpg
|   |    dog02.jpg
|   |    ..

1. Add the files in training_set and test_set

2. Run python transfer.py --nb_epoch 5 --batch_size 320 --plot --output_model_file filename.model

3. Later use the saved weights to predict any Image of cat or dog from the Internet or saved Images.

1. For Images saved locally python predict.py --image imagename.jpg --model_name inception.model

2. For Images on the net python predict.py --image_url www.imagename.jpg --model_name inception.model