I completed a Deep Leaning Nanodegree from Udacity. I wanted to using this new knowledge to create something that can be used in a real world application. Dogify is the result of this. Using pretrained model, the application allows users to identify dog breeds with an image.
- Dog breed classification: Using pretrain model from Imagenet, I extracted the top layer and trained it with a dateset of dog images. The newly trained model can correctly predict breeds around 80%.
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Frontend: This is app is created with Angular, along with other libaries:
- Font Awesome
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Backend: Built with Python, Flask, Keras
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Fonts: Libre Baskerville from Google Fonts
python run.py
Open http://localhost:5000 to view it in the browser.