leaf-it

Snap a photo or grab it from your camera roll.

Contribute to dataset: Upload a picture of a plant to S3 (/upload?plantName={plantName})

Identify Picture of Plant: Send base64 image to python API Gateway/Lambda function (/identify) that will run it through exposed Tensorflow model enpoint and return a prediction on plant type.

Development

Frontend

cd leaf-it/frontend
yarn install

OR

npm install

Backend

cd leaf-it/backend
npm install
npm start

Chalice

To deploy to API Gateway/Lambda on AWS

cd leaf-it/chalice
chalice deploy --profile {PROFILE NAME}

To deploy locally

 cd leaf-it/chalice
 chalice local --port=8001

Jupyter Notebook

Python TensorFlow Model

Endpoint it exposed through AWS Sagemaker

/leaf-it.ipynb