Case Study - Koito - Reality AI: Next-generation Adaptive Driving Beam (ADB) smart headlight by Reality AI

	Koito - Reality AI: Next-generation Adaptive Driving Beam (ADB) smart headlight Reality AI

Technology Category	Analytics & Modeling - Computer Vision Software Analytics & Modeling - Machine Learning Analytics & Modeling - Predictive Analytics Sensors - Autonomous Driving Sensors
Applicable Industries	Automotive
Applicable Functions	Product Research & Development
Use Cases	Autonomous Transportation
Challenge	The current versions of Adaptive Driving Beams available in Japan and Europe are using traditional machine vision techniques like template matching. Those machine learning techniques perform very well in constrained environments but are prone to many false positive when used in the dynamic, real world, with a lot more variations in targets and backgrounds. Read More
About Customer	The Koito Group is comprised of the parent company (KOITO MANUFACTURING CO., LTD.), 29 subsidiaries and 2 affiliates. Koito Manufacturing Co., Ltd (Koito) has been marking a history of leadership in automotive lighting since its establishment in 1915. Tod Read More
Customer Name	The Koito Group Read More
Solution	Koito and Reality AI are working together on the next generation of ADB headlights using AI to reduce false positive rates and deliver more accurate prediction. Reality AI also makes it possible to incorporate AI prediction on a cheap hardware that meets the price point requirement of the product. Read More Log in to view content
Data Collected	Lighting Read More Log in to view content
Contents

Technology Category

Analytics & Modeling - Computer Vision Software

Analytics & Modeling - Machine Learning

Analytics & Modeling - Predictive Analytics

Sensors - Autonomous Driving Sensors

Applicable Industries

Automotive

Applicable Functions

Product Research & Development

Use Cases

Autonomous Transportation

Challenge

The current versions of Adaptive Driving Beams available in Japan and Europe are using traditional machine vision techniques like template matching. Those machine learning techniques perform very well in constrained environments but are prone to many false positive when used in the dynamic, real world, with a lot more variations in targets and backgrounds.

About Customer

The Koito Group is comprised of the parent company (KOITO MANUFACTURING CO., LTD.), 29 subsidiaries and 2 affiliates. Koito Manufacturing Co., Ltd (Koito) has been marking a history of leadership in automotive lighting since its establishment in 1915. Tod

Customer Name

The Koito Group

Solution

Koito and Reality AI are working together on the next generation of ADB headlights using AI to reduce false positive rates and deliver more accurate prediction. Reality AI also makes it possible to incorporate AI prediction on a cheap hardware that meets the price point requirement of the product.

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Data Collected

Lighting

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Contents

Overview

Koito - Reality AI: Next-generation Adaptive Driving Beam (ADB) smart headlight