Accident Reason Answering
Question: What is the cause of the accident?
Answer: The car driver is in distracted driving.
Question: What is the cause of the accident?
Answer: The pedestrian does not notice the coming vehicles when crossing the street.
Object Detection
Detected: cars; pedestrians; cyclists
Detected: cars; cyclists
Detected: cars
Detected: cars; buses
Video Generation using OVAD
Accident Category Prompt: the ego-car hits a car
Accident Category Prompt: the ego-car hits a car
Accident Reason Prompt: vehicles run red light
Accident Category Prompt: the cyclist falls down
Accident Category Prompt: the ego-car hits trees
Accident Category Prompt: the car hits a car
Accident Reason Prompt: the motorcycle driver is inattentive
Accident Category Prompt: the ego-car hits a crossing motorbike
Accident Reason Prompt: the ego-car's vision is blocked or blurred...
Accident Reason Prompt: the truck does not notice the coming vehicles...
Accident Category Prompt: the ego-car hits a crossing motorbike
Accident Reason Prompt: The vehicle driver is in distracted driving