Tagging the Make and Models of Cars in Videos

  • Client Profile

    Industry: Technology services
    Location: Slovenia
    Size: 11-50 employees

  • Company Bio

    The client offers out-of-box intelligent security solutions on the EDGE (IP video camera processor), that support traffic, access control, and parking management projects. They build their products using vehicle plate, make, model, color recognition; intellectual data processing; “camera-to-camera” communication technologies.

Business Problem

The client was working on a product that would use computer vision to distinguish between all of the various makes and models of cars. In order to further train the machine learning algorithms, they needed to annotate a dataset of 50,000 short videos that were taken in various parking lots. Since this is a very time-consuming task, they turned to Mindy Support for assistance. 

  • 50,000

    videos annotated

  • Everything was done in

    15 days

  • >95%

    quality score

Solutions Provided by Mindy Support

Mindy Support assembled a team of 18 full-time data annotators to perform the annotation work. The amount of classifications for each vehicle was 750 classes in the most complex cases. Nevertheless, our team got the job done in 15 days, which was the timeframe discussed with the client with a quality rate of >95%.

Mindy Support is ISO 9001 certified. Our information security management system (ISMS) is built on the basis of ISO 27001:2013 international standards that helps organizations keep information assets secure.

We are committed to respecting all rights of the data subjects under the General Data Protection Regulation (GDPR) (EU) 2016/679. According to the Article 28 of the GDPR, the relationship between the controller and the processor are regulated by Data Processing Agreement, which we put in place with every Client.

Results Delivered to the Client

  • 50,000 videos annotated

  • Classified cars into 750 classes

  • Everything was done in 15 days

  • >95% quality score