Neural Network Dogs Breeds Classifier

Hacked the resnet to predict 120 classes

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usage :

• py dogs.py pilou.jpg # => breed + probability
• py dogs.py &;#runs flask on 127.0.0.1:8080 in background, model gets preloaded => better response times

then perform your postdata using curl such as :

• curl -k 127.0.0.1:8080 -F "input=unexpected";#returns ko
• curl -k 127.0.0.1:8080 -F "filepath=pilou.jpg";#samoyed
• curl -k 127.0.0.1:8080 -F "[email protected]";#samoyed

--- based on stanford-dogs-dataset todo : add the original work notebook and presentation --- © 2020 Alpow 🗲☻