DogBreedIdentification Dog breed identification by PyTorch. Network Using pretrained ResNet50 or ResNext. Dataset Using dataset from Kaggle: Dog Breed Identification which cropped to the same size (224, 224). 85 shibe (Japanese dog: 柴犬) images is added to the training data.