Edge AI demos using TDA4x processors


Optimize imaging systems with TDA4x SoCs and Atlas by Algolux


December 14, 2021

Computer vision accuracy and robustness are fundamental requirements for ADAS and autonomous vehicles. In this demo, we showcase TI's 4th generation imaging system on TDA4x processors and the Atlas Camera Optimization Suite by Algolux.

The Atlas Camera Optimization Suite is the industry’s first set of machine learning tools and workflows that automatically optimizes camera architectures for optimal image quality or for computer vision. Atlas significantly improves computer vision results in days vs. traditional approaches that deliver sub-optimal results even after many months of manual ISP tuning.

In this demo, you'll see image tuning improvements from TDA4x SoCs and Atlas by Algolux:

  • 27% better mAP score
  • 18% improvement detecting vehicles
  • 50% improvement detecting pedestrians

Additional information

This course is also a part of the following series

Date: February 2, 2022
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