bootleg-dev/gender-age-estimation-service

Gender age estimation service using MXNet(SSR-Net)

Gender age estimation service using MXNet(SSR-Net)

This service can estimate gender and age of a person whose face is located closer to the center of the image

How to Execute

• Install Dependencies:

pip3 install -r requirements.txt

python3 app.py

• Then you can test the service using Swagger by submitting input image as base64 format: http://0.0.0.0:8000/docs

Run as Docker container

docker build -t gender-age-service:latest . -f Dockerfile

docker run --name ga-service -d -p 8000:8000 --env-file env.list gender-age-service:latest

docker logs -f ga-service

Thanks to:

• SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation
• RetinaFace: Single-stage Dense Face Localisation in the Wild

License

MIT LICENSE