Wazen AI - 360 Multi-Angle Damage & Identity Verification

1. 360 Vehicle Photos (4 Sides) At least 1 angle required

Upload front, rear, and side angles. The engine automatically inspects collision damage zones, assesses structural severity, and localizes all affected vehicle components.

Vision Engine & Routing

Dual-Engine Auto Router: Primary Gemini 2.5 + Automatic Ollama Failover

Front View (Depan)

+ Click to add

Rear View (Belakang)

+ Click to add

Left Side (Sisi Kiri)

+ Click to add

Right Side (Sisi Kanan)

+ Click to add

Vehicle Presets

Awaiting 360 Damage Inspection

Upload vehicle angles on the left to inspect collision damage, quadrant localization, and affected parts.

Ground Truth Validation Scorecard Gemini 2.5 Oracle vs LLaVA-Llama3

Automated accuracy audit comparing on-premise LLaVA-Llama3 against Gemini 2.5 Flash ground truth.

Damage Detection

Quadrant Precision 4-Angle Match Rate

Severity Calibration

Inference Latency Cloud vs Local

Vehicle Quadrant	Gemini 2.5 (Ground Truth)	LLaVA-Llama3 (Tested)	Validation Verdict

Gemini 2.5 Ground Truth Parts

LLaVA-Llama3 Predicted Parts

360 Damage Quadrants

Front (Depan) Click to inspect

Rear (Belakang) Click to inspect

Left Side (Kiri) Click to inspect

Right Side (Kanan) Click to inspect

Front (Depan) Inspection Damaged

FRONT VIEW

Broken / Damaged Parts

Visual Observations

Affected Parts Identified

Forensic Observations

Appraisal & Repair Routing

Awaiting 360 Damage Inspection

Analyzing Vehicle Accident & Damaged Parts

Vehicle Dataset Gallery