saadhaxxan/aws-lambda-model-deployment

AWS serverless lambda Image Model Deployment

This project allows you to deploy a Tflite image model to AWS Lambda using Serverless Framework (Pytorch version is coming soon)

Installation steps

1. Install awscli from here and Serverless framework from below command

npm install -g serverless

2. Clone the Repo and install the requirements

git clone https://github.com/saadhaxxan/AWS-Lambda-Model-Deployment.git
cd AWS-Lambda-Model-Deployment
npm install
pip install -r requirements.txt

3. Configure AWS CLI and serverless.yml file with your credentials (provided by AWS)

aws configure
serverless config credentials --provider aws --key youraccesskey --secret yoursecretkey

4. Replace profile in serverless.yml with your profile and edit the code in src/handler.py file if you need any logic change

5. Deploy the app

serverless deploy

Author

You can get in touch with me on my LinkedIn Profile:

Saad Hassan

You can also follow my GitHub Profile to stay updated about my latest projects:

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Contributions Welcome

If you find any bug in the code or have any improvements in mind then feel free to generate a pull request.