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Data collection
Tauvic Ritter edited this page Nov 27, 2020
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In order to develop and test the system we need some data to work on
What do we need:
- video of driver (head, face, eyes, hands)
- video from driver perspective facing the road
- sensor data (GPS location, speed, acceleration)
- some tool to explore and view the collected data and processed results
Data quality and diversity (be aware of bias)
- Driving situations
- Light and weather conditions
- Driver types (sex, ethnicity, facial hair, clothing)
- all data needs to be time synchronized
Collect you own data:
- use an Android phone with TrackAddict and OBD2 to collect video and acceleration data
- low cost
- unreliable and drains battery fast
- cannot catch driver face
- use a commercially available dashcam set that includes two camera's, GPS and acceleration sensor.
- cost 150- 250 euro
- reliable
- gets all data
Use existing data.
TODO: Internet research find datasets assess their contents, quality and usage agreements
Contents