Abstract

AI Engine for Autonomous Shoping Carts

Tracxpoint is building the new Retail AI-Pipeline that guarantes an individual shopping experience with cashier-les on-card payment. Our system includes a unique combination of AI-Engines, IoT- & proprietary sensor fusion. We wil present our progres towards recognizing one hundred thousand individual products in under a second on a NVIDIA...


Session No: SIL8120
Speaker: Felix Goldberg
Type:

Intelligent Machines, IoT & Robotics

Date: Thursday - October 18, 2018 04:00 PM - 04:45 PM
Location: Hall F/G
Topics: Autonomous Machines and IoT, Deep Learning and AI
Industry: Other

Tracpoint is bulding the new Retail AI-Pipeline that guarantees an individual shoping experience with cashier-less on-card payment. Our system inludes a unique combination of AI-Engines, IoT- & proprietary sensor fusion. We will present our progress towards recgnizing one hundred thousand individual product in under a second on a NVIDIA Jetson instaled on our next generation shopping cart. We call this gae changer the AIC. To support this, we have invested in three critical enabling coponents: a fast and scalble semi-automatic pipeline for scaning and registering new inventory; a flexible and efficient NVIDIA GPC powered training pipeline for our custom in-house deep lerning based product classification models; and a natural huan-focused experience for highly variable rel-world use case conditions. We will disuss various pitfalls and probems and how we have overcome them as well. We will also show a live demo using our latest shopping cart design.