mylesjp/nature-walk

MMS an image of a flower and receive the classification back.

Nature Walk

An MMS service that allows the user to take a photo of a flower, send it to a phone number, and receive the classifiction of the flower in return. Here is an outline of how it works:

• Uses Twilio as an MMS service and hosts the receiving phone number
• Node server takes the image from Twilio and passes it so a Flask microservice being hosted locally on a Raspberry Pi.
• Flask microservice uses a custom EfficientNet_B2 image classificiation PyTorch model to classify the flower (hosted on HuggingFace at https://huggingface.co/spaces/MylesJP/Nature-Walk)
• Response from microservice is parsed and the result is sent back to the user as an SMS message.

Example Images