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Deploying a clothing classification tensorflow model to an API using tflite, Docker, AWS Lambda and Gateway

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.gitignore		.gitignore
Dockerfile		Dockerfile
README.md		README.md
clothing-model.h5		clothing-model.h5
clothing-model.tflite		clothing-model.tflite
convert.py		convert.py
lambda_function.py		lambda_function.py
model-test.ipynb		model-test.ipynb
pants.jpg		pants.jpg
testing.ipynb		testing.ipynb

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Deployment of Image Classification Model to API endpoint using Docker, AWS Lambda, AWS Gateway

Converting model to using tflite instead of tensorflow to reduce package size
Building the lambda function to execute inference
Building a docker image to containerize app
Pushing image to ECR and deploying on lambda
Configuring API Gateway to expose service as API

Pushing Docker Images to ECR

https://docs.aws.amazon.com/AmazonECR/latest/userguide/getting-started-cli.html

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Deploying a clothing classification tensorflow model to an API using tflite, Docker, AWS Lambda and Gateway

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