deepface Docker & Self-Hosted Deployment

GitHub

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

23,260 stars Python Python 1 file · ~7,214 tokens #age-prediction#arcface#deep-learning#deepface#deepid#emotion-recognition#face-analysis#face-recognition
RAW Compose
1. Pull Image (DOCKERHUB) docker pull library/postgres
2. Docker Run (1-Click Launch) docker run -d --name deepface -p 5433:5433 --restart always postgres:15
3. Podman Run podman run -d --name deepface -p 5433:5433 --restart always postgres:15
4. Skopeo Inspect (Zero-Pull Manifest) skopeo inspect docker://docker.io/library/postgres:15
5. ORAS Pull (OCI Artifact) oras pull postgres:15
6. Compose Deployment docker compose up -d
docker/docker-compose.yml
Download .yml 
services:
  postgres:
    image: postgres:15
    container_name: postgres
    restart: unless-stopped
    environment:
      POSTGRES_DB: deepface
      POSTGRES_USER: deepface_user
      POSTGRES_PASSWORD: deepface_pass
    # network_mode: "host"
    ports:
      - "5433:5432"
    volumes:
      - postgres_data:/var/lib/postgresql/data
      - ./postgres-init:/docker-entrypoint-initdb.d
  pgvector:
    image: pgvector/pgvector:pg15
    container_name: postgres
    restart: unless-stopped
    environment:
      POSTGRES_DB: deepface
      POSTGRES_USER: deepface_user
      POSTGRES_PASSWORD: deepface_pass
    ports:
      - "5434:5432"
    volumes:
      - postgres_data:/var/lib/postgresql/data
      - ./pgvector-init:/docker-entrypoint-initdb.d
  weaviate:
    image: cr.weaviate.io/semitechnologies/weaviate:1.39.7
    ports:
      - "8080:8080"  # REST API
      - "50051:50051"  # gRPC API, used by weaviate-client v4
    environment:
      AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: "true"
      DEFAULT_VECTORIZER_MODULE: "none"
      ENABLE_MODULES: ""
      PERSISTENCE_DATA_PATH: "./data"
    volumes:
      - ./weaviate_data:/var/lib/weaviate
  redis:
    image: redis:7-alpine
    container_name: redis
    restart: unless-stopped
    ports:
      - "6379:6379"
  cassandra:
    image: cassandra:4.1
    container_name: cassandra
    restart: unless-stopped
    environment:
      MAX_HEAP_SIZE: 512M
      HEAP_NEWSIZE: 128M
    ports:
      - "9042:9042"
    volumes:
      - cassandra_data:/var/lib/cassandra
  mysql:
    image: mysql:8.4
    container_name: mysql
    restart: unless-stopped
    environment:
      MYSQL_DATABASE: deepface
      MYSQL_USER: deepface_user
      MYSQL_PASSWORD: deepface_pass
      MYSQL_ROOT_PASSWORD: deepface_root_pass
    ports:
      - "3306:3306"
    volumes:
      - mysql_data:/var/lib/mysql

volumes:
  postgres_data:
  cassandra_data:
  mysql_data: