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A Full-Stack Web-APP that classifies 120 Breeds of dogs from the uploaded photos with a precision of 86% Used Inception-ResNet-V2, deployed using FastAPI on Azure VM, Compared the performance of 12 different Transfer Learning based Models on a dataset of 20000 Images

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amankumar003/Dog-breed-classifier-App

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Dog-breed-classifier-App

This Repository contains a Web App along with the model nb that can be used to predict the breed of a dog based on the image uploaded.

Model

This Notebook trains the model on Stanford Dogs Dataset. This Repo contains the original code, but some modifications are made to make it better.

Web App

Hosted using FastAPI on Azure Virtual Machines.
Click here to use the app.
Note: This may not work, but you can see the GIF below to have an idea of the app.


#Mobile View:

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A Full-Stack Web-APP that classifies 120 Breeds of dogs from the uploaded photos with a precision of 86% Used Inception-ResNet-V2, deployed using FastAPI on Azure VM, Compared the performance of 12 different Transfer Learning based Models on a dataset of 20000 Images

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