🚗 TwinCar — Vehicle Make & Model Identification

Automated vehicle inspection · Brainster Data Science Academy 2026

Status: 🟢 Model loaded · 196 classes · authoritative label mappings

Also detect and crop the vehicle with a pretrained YOLO model, then classify the crop. Full-image stays the official prediction. Falls back gracefully if the detector is unavailable.

Datasets: Stanford Cars · CompCars Model: EfficientNet-B3 (fine-tuned, 300 px, Stanford Cars 196 classes) YOLO cropper: optional · experimental · off by default — full-image is the official prediction Project: TwinCar · Group 2 · Brainster DS Academy 2026