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FastAI implementation of a Resnet50 Pokedex classifier using Starlette web app

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pokedex_app

SEE RUNNING CODE HERE (might not be running at all time due to cost of service)
https://pokedex-classifier.onrender.com/

FastAI implementation of a Resnet50 Pokedex classifier (Gen1) using Starlette web app
Based on the following repo: https://github.com/render-examples/fastai-v3
See this guide for more details https://course.fast.ai/deployment_render.html

Performance

Accuracy of around 85% for 10,000 images of Gen1 pokemon - acquired from the following database:
https://www.kaggle.com/thedagger/pokemon-generation-one/version/1

Primary errors comes from Pokemon evolutions (Machamp / Machop for example) as expected

Testing locally

python app/server.py serve

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FastAI implementation of a Resnet50 Pokedex classifier using Starlette web app

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