Automatic annotation service
What led to the introduction of the service?
The client was looking into the possibility of developing new functions such as Advanced Driver Assistance System (ADAS) by utilizing the large amount of the assets they own such as video data from drive recorders. They decided to create teacher data for machine learning to develop a driver assistance feature.
Issues before introduction
It took a lot of time and effort to tag and annotate each detection target, which included vehicles and pedestrians, in the huge amount of data that they own. So, the client needed a system that would make it possible for them to annotate the data faster. However, they lacked the necessary development staff and resources to handle the process, including automating annotation, on their own.
Examples of use after introduction
With our automatic annotation service, we were able to efficiently create the necessary teacher data for the recognition of people, vehicles, and signs for the client.
Effectiveness and achieved results
With our automatic annotation service, the client was able to simply import images and data, and automatically tag 80 different detection targets at once. It made it possible for them to drastically reduce the time spent on annotating and shorten the development cycle. As a result, they were successfully able to develop a driving assistance feature that utilizes their own assets and bring it to market.
Data input/output
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