Intelligent Data Collection
INTELLIGENT DATA COLLECTION FRAMEWORK
In collaboration with our partners we provide an end-to-end data collection pipeline.
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- INTELLIGENT DATA COLLECTION
OUR APPROACH
With Incenda AI’s Intelligent Data Collection Algorithm, we enable our Customers to efficiently reduce the data stream by 90% while focusing on valuable data points to increase the overall dataset quality. Intelligent data collection is the next evolutionary stage of data recording.
The behavior & performance of AI-based systems highly depends on the quality of the training data. Therefore, all the processes relevant for the data acquisition must face comprehensive quality assurance – data quality already starts during the data collection. In the Data Garage project, Incenda AI teams up with b-plus tackling this challenge. Incenda AI’s intelligent algorithms pre-select data during the collection process and on runtime directly on Max, the recording car of b-plus. A perfect basis of a high-quality dataset.
HARDWARE SETUP
Our technology runs on real-time in parallel to the recording on a High Performance Computer (HPC). The intelligent algorithms trigger the recording via adjustable filters and create meta information to be saved along side the data stream. The hardware setup is provided by our partner b-plus.
PROCESS
- Define specifications
- Select individual thresholds
- Create scenarios
- Start the test drive
During the test drive our technology detects relevant objects. Depending on the set thresholds the Software identifies valuable data, enriches it with meta information and triggers the recording individually.
META INFORMATION
We can adopt our detection to your individual needs.
