Puppies!

Dog Image Classifier

Dog Image Classifier

Dog Breed Classifier built using Tensorflow.

Models built using convolutional neural networks, trained on a dataset of images of dog breeds.

Transfer learning using existing image classification models.

I had to make adjustments to account for the limited processing power I have access to. I am working on a 5 year old laptop and I have access to the basic GPU available through Google Colab. This limits how long I can train, and with how many images. Notably, I had to limit the dataset to 20-40 dog breeds, instead of the 120 found in the original dataset.

Link temporarily removed while I work on fixing broken code

Skills

Skills Used

Python
Pandas
Tensorflow
Convolutional Neural Networks
Transfer Learning

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