AI-Face-Safety-Detection-System

◈ Tech Stack

┌─────────────────────────────────────────────────────────┐
│  LAYER          TECHNOLOGY                               │
├─────────────────────────────────────────────────────────┤
│  Backend        FastAPI (Python)                         │
│  AI Model       TensorFlow / Keras CNN                  │
│  Processing     OpenCV · PIL · NumPy                    │
│  Frontend       Vanilla JS — Glassmorphism UI           │
│  Deployment     Docker                                  │
└─────────────────────────────────────────────────────────┘

◈ Project Structure

ai-face-safety-detection/
│
├── app/                    # FastAPI routes & endpoint logic
├── model/                  # Inference class + .h5 model storage
├── frontend/               # HTML / CSS / JS — Glassmorphism UI
├── utils/                  # Preprocessing pipelines & model scripts
├── main.py                 # Application entry point
├── requirements.txt
└── Dockerfile

◈ Quickstart

1 — Install dependencies

pip install -r requirements.txt

2 — Generate demo model (skip if you have a trained .h5)

python utils/generate_dummy_model.py

3 — Launch

python main.py

UI available at http://localhost:8000

◈ Docker Deployment

# Build image
docker build -t ai-safety-system .

# Run container
docker run -p 8000:8000 ai-safety-system

◈ API Reference

Sample response:

{
  "label": "NORMAL",
  "confidence": 0.9741,
  "inference_time_ms": 38.2
}

◈ License

Copyright 2026 Au Amores

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

Built by Au Amores · v1.0.0 · Production Ready