import os

# AI Configuration - Smart Consensus Engine
DETECTOR = "mediapipe"  # FASTEST for real-time webcams
MODELS = ["Facenet512"] # DEEPEST single model (512-dimensional vector)
THRESHOLDS = {
    "Facenet512": 0.40   # Standard High Security
}

# The absolute gate: Confidence must be > 70%
REQUIRED_AVERAGE_CONFIDENCE = 70.0

# Advanced Quality Gate (Optimized for 480p)
MIN_FACE_AREA = 5000     # Adjusted for 640x480 frame size

# Application Configuration
COOL_DOWN_SEC = 5
LOG_FILE = "data/attendance_cloud.csv"

# Ensure directories exist
if not os.path.exists("data"): 
    os.makedirs("data")
if not os.path.exists("faces_db"): 
    os.makedirs("faces_db")