4000+ VLM Processed and Anonymised Dashcam screenshots

This dataset contains processed and anonymised outputs for the MSc Data Science thesis “A Multimodal Driver Behaviour Evaluation System: Combining Telematics, VLMs and LLMs”.

It includes anonymised driver-facing clip evidence and processed analysis outputs used to reproduce the ranking analysis and LLM query stages of the project. github.com 

All released visual evidence has been anonymised by blurring detected face regions before publication.

This dataset was created as part of an MSc Data Science thesis supervised by Dr Ali Zalzala. The original operational data was provided under a supervisory agreement with Cartrack South Africa.