Djmacco/security_store_alert_AI

Real-time AI security system that detects robbery and forced surrender in stores using 3-layer detection: LSTM pose analysis, YOLOv8 appearance classification, and weapon detection. Instantly alerts store owners and police via SMS when a criminal forces someone to surrender money. Built for Cameroon and African markets. # SafeStore AI 🔒 **Real-Time Robbery & Forced Surrender Detection System** Detects criminals forcing store owners to surrender money using 3-layer AI detection. Sends instant SMS alert to owner and police when robbery is detected. --- ## The Goal Detect this specific scenario: ``` Criminal enters store → Points weapon → Forces owner to raise hands ↓ AI detects surrender pose + weapon + masked face ↓ INSTANT SMS to owner + police while robbery is happening ``` --- ## Project Structure ``` SafeStoreAI/ │ ├── main.py ← RUN THIS to start detection ├── train.py ← Train LSTM action model ├── train_weapons.py ← Train weapon detector ├── train_appearance.py ← Train appearance classifier ├── requirements.txt ├── .env.example ← Copy to .env, add your details │ ├── ai_engine/ │ ├── pose_extractor.py ← MediaPipe body keypoints │ ├── threat_engine.py ← Combines 3 layers into threat score │ └── hud.py ← Live display overlay │ ├── models/ │ ├── violence_lstm.py ← LSTM neural network │ ├── weapon_detector.py ← YOLOv8 weapon detection │ ├── appearance_detector.py ← YOLOv8 appearance classification │ └── saved/ ← Trained model weights go here │ ├── alerts/ │ └── alert_system.py ← SMS via Africa's Talking │ ├── database/ │ └── models.py ← Alert history database │ ├── utils/ │ ├── collect_data.py ← Record training data from webcam │ └── process_videos.py ← Convert videos to .npy sequences │ ├── tests/ │ ├── test_webcam.py ← Test 1: camera works │ ├── test_pose.py ← Test 2: skeleton detection │ ├── test_pipeline.py ← Test 3: full system simulation │ └── test_model.py ← Test 4: trained model accuracy │ └── data/ │ ├── sequences/ ← AUTO-GENERATED .npy training files │ ├── normal_activity/ │ ├── surrender_pose/ │ ├── threatening_aggressor/ │ ├── robbery …