Overview

Smart cities

Texas Instruments

Smart retail scanner

This demo showcases the use of vision AI on the AM62A processor for codeless food scanning, enabling automatic recognition of products and checkout of the user’s order. The demo employs an IMX219 camera and utilizes the built-in ISP and deep learning accelerator to perform real-time object detection inference.

Texas Instruments

EdgeAI Gallery

Out of Box application provided on all AM6xA devices which allows users to test the prepackaged models, with sample images, videos and optionally with a connected camera. The applications highlights the scalability of the TI EdgeAI portfolio and allows users to add their custom models, images, and videos to extend the functionality to evaluate performance

Texas Instruments

Motion and gesture detection

This application performs human pose estimation using AI model to understand humans in an image. Given an input image, the goal is to detect each person and localize their body joints and their motion.

Texas Instruments

License plate recognition

This demo detects license plates and recognizes each individual alphanumeric character using a Yolo model. It also shows an example use of EdgeAI-modelmaker framework to train standard supported NN on custom dataset.

ADAS camera

SMART EYE

Driver and in-cabin monitoring

This demo shows rear view camera-based driver and passenger monitoring using an RGB IR camera with real-time performance.

Texas Instruments

Dashcam classification

This demo shows image classification using a H.264 video file recorded from a dashcam.

Smart homes and factories

Texas Instruments

Barcode reader with deep learning

This demo shows a barcode reader application for 1-D and 2-D codes. Using deep learning and open source decoder software, AM62A can be the main processor for high performance barcode readers and imagers.

Texas Instruments

Defect detection for machine vision camera

Defect detection in machine vision and factory automation finds incorrectly produced parts and materials so they can be removed quickly and automatically. Edge AI Studio simplifies model training and deployment for new types of parts and materials.

IGNITARIUM

Personnel protective equipment (PPE) detector

This application is an AI-based object detection solution for detecting specific types of PPE, such as jackets, helmets, gloves and goggles. The solution supports in-field trainable mode, allowing new types of PPE to be trained on the same inference hardware.

Texas Instruments and Allied Vision

EdgeAI demo with Industrial Camera

This demo pairs AM62A processors with Allied Vision Camera from Alvium Series with advanced image capture functionality to show case object detection peformance of the device with industrial camera widely used for factory automation

PLUMERAI

People Detection

Highly accurate people detection AI solution by PlumerAI running on CPU of AM62x/AM62A Processor. The solution is optimized for battery powered products and shows scalable performance that can operate in low lighting and at various distances and backgrounds.

Texas Instruments

6D Pose Estimation

6D Pose Estimation gives accurate orientation information in 3-D space, enabling applications like bin-picking for robotic arms, motion planning, and human-robot interaction. The neural network used for pose estimation is based on YOLOX-S

Connectivity

Texas Instruments

Connect to cloud with wifi from TI connectivity solutions

This wifi application demonstrates AM62A SK hardware that combines WL1837 solution with AM62A Processor to connect to remote access points and cloud using wifi. The wifi connection to AM62A SK EVM can be used to launch demos on the HW and report status.