Smart Retail - Vision, Cognition and Intelligence
summary
Describes a Smart Retail system built by CrazyTechLabs that uses computer vision, artificial intelligence and data analytics to detect customer behavior, emotional reactions and generate heatmaps of store layouts. It explains design choices for low-latency and sometimes real-time decision making that led to using FPGAs for parts of the processing, and an architecture combining edge intelligence with cloud computing.
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chapters (10)
- 0:00Smart Retail introduction
- 2:02Project vision and journey
- 6:02Use cases in physical stores
- 10:51Computer vision and detection
- 17:16Pilot and data trust
- 22:47Consumer behavior analysis
- 28:27AI applications
- 33:31Technological challenges
- 37:09Expansion and integrated platforms
- 41:15Market future and trends
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