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### Annotation Pipeline

Complete all steps sequentially. Each step builds on the previous results.

#### 1 Generate Annotation pending

Generate a narrative description of the driving scenario using the DriveGuard VideoAnnotator AI agent. The system will analyze video frames and create a comprehensive traffic safety annotation.

Optimization Instructions

#### 2 Extract Scenes pending

Break down the annotation into atomic scene descriptions.

#### 3 Analyze Violations pending

Identify traffic violations in each scene.

Note: Scenes are managed in Step 2. Only violation status and reasons can be edited here.

#### 4 Analyze Accidents pending

Identify accident risks and potential consequences in each scene.

Note: Scenes are managed in Step 2. Only accident status and consequences can be edited here.

#### 5 Generate Assessment pending

#### Safety Scoring Reference

Reference guide for consistent safety scoring. Click to expand criteria.

###### Critical Risk (Scores 1-4)

1 Accident caused by ego vehicle's traffic rule violation
2 Accident caused by ego vehicle's fault/risky behavior (non-violation)
3 Accident caused by others, but ego vehicle did not react properly or failed to mitigate
4 Accident caused by others, ego vehicle tried best to mitigate damages/loss

###### High Risk (Scores 5-7)

5 Near miss caused by ego vehicle's traffic rule violation
6 Near miss caused by ego vehicle's risky behavior (non-violation)
7 Near miss caused by other traffic participants, ego vehicle involved but not at fault

###### Medium Risk (Score 8)

8 No accident or near miss, but ego vehicle violates traffic rules or exhibits risky behaviors

###### Low Risk (Scores 9-10)

9 No accident or near miss, other traffic participants violate rules or exhibit risky behaviors, ego vehicle takes defensive actions
10 Safe driving with good behavior, defensive driving, correct response to emergencies

Generate comprehensive safety assessment with scores and recommendations.

Safety Score:
5/10
Risk Level:
Overall Evaluation:
Strengths:
Weaknesses:
Improvement Advice:
Assessment Optimization Instructions

Click "Generate" to create a comprehensive driving safety assessment using the DriveGuard DrivingMentor agent.

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