AVTE Stuttgart 2022
Don't miss our keynote
Generating synthetic data for neural network training
Real-world data is vital for training detection algorithms. However, gathering data on edge cases for training purposes is not always easy – sometimes it isn’t even possible. Furthermore, no matter how much training data is collected, it will always be unbalanced, and there are dangerous and complicated scenarios to be collected, which should and can be replaced by simulation. We will show on real examples and measurements how synthetic data generated by aiSim, the world's first ASIL-D certified validation tool, helped overcome these difficulties and improved the performance of neural network-based perception.Thursday 23 June 2022, 9:50 AM
by Daniel Tosoki / Product & Operations Manager of aiSim
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