YOLOV7-fastapi

Simple example of how to deploy YOLov7 model with FastAPI and Docker.

• clone repo

git clone https://github.com/petpetpeter/yolov7-fastapi.git

• start app locally

uvicorn app.main:app --reload

• try client

python app/webcam_client.py

1. How to run a service with docker

• build a docker image

docker build -t yolo:7.0 .

2. run a service

docker run -d --name yolorunner -p 8000:8000 yolo:7.0 

3. Test a service

curl -X 'POST' \
  'http://127.0.0.1:8000/ai/predict' \
  -H 'accept: application/json' \
  -H 'Content-Type: application/json' \
  -d '{
  "image_url": "https://live.staticflickr.com/13/19041780_d6fd803de0_3k.jpg",
  "label": "person"
}'

or visit http://localhost:8000/docs for swagger UI

4. Stop a service

docker stop yolorunner

5. Remove a service

docker rm yolorunner