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Dog's breed Classifier and Similar Dogs search engine. A Flask app to classify Dog's type and Find similar dogs.

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Hachi

Dog's breed Classifier and Similar Dogs search engine. An Flask app to classify Dog's type and Find similar dogs. Instructions Run Classification:

Train Model -

  1. Classification/Dogs.ipynb
  2. Then save the model- Dogs.h5

To extract features

run feature_extractor.py

Run Server:

python3 server.py

Abstract

This codebase tries to present in the simplest and most compact way a one of the major Transfer Learning techniques, which have emerged over the past years. This project contains two main things :- Classification with the help of Transfer Learning and Features extraction for Image similarity. Flask is used for serving these models/ Features.

Classification

Image-similarity

Weights

Classification

Image-similarity

Weights

For Yolo you can download from - https://pjreddie.com/darknet/yolo/

To get the weights file of Dogs breed classifier mail me at [email protected] (Or just train it. Colab will be very useful for this task :) )

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Dog's breed Classifier and Similar Dogs search engine. A Flask app to classify Dog's type and Find similar dogs.

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