Image classifier server

This is an image classificatier server which can take any exported Keras AI model and expose it through an HTTP API.

API

Endpoint	Method	body/query	Description
/predict	POST	Image as 'image' field of multipart/form-data	Get model inference on the image
/model	POST	.zip or .onnx of model export as 'model' field of multipart/form-data	Upload a new model

Usage examples

Using docker

docker run -p 8080:80 public.ecr.aws/jtekt-corporation/image-classifier-server:cpu-0642ccce

Loading model at container build time

FROM public.ecr.aws/jtekt-corporation/image-classifier-server:cpu-0642ccce
COPY path-to-your-model ./model

Running in a development environment

uvicorn main:app --reload --port 7071 --host 0.0.0.0