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Researchers use this data to benchmark various algorithms, including Principal Component Analysis (PCA) and Local Binary Patterns (LBP) , ensuring they can handle the diverse conditions found in practical applications.

The database was developed by the Joint Research & Development Laboratory (JDL) of the Chinese Academy of Sciences (CAS). Its primary purpose is to provide researchers with a robust dataset for training and testing algorithms against real-world visual challenges. Core "PEAL" Features

: Features images taken under 15 different lighting directions to test an algorithm's robustness to shadows and illumination changes. Database Specifications

Showcases

Théâtre Antique d’Orange, France

Public spacesTheater
Cas Peal

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Barco projectors

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sqm projection canvas

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WATCHOUT servers

Discover how L’Odyssée Sonore brings a 2000-year-old theatre to life with breathtaking projection mapping powered by WATCHOUT.

WATCHOUT 7.7.1 Out Now

January 28, 2025

WATCHOUT 7.7 brings powerful new features and workflow improvements designed to make productions smoother, smarter, and more creative. Free download. Latest release: 7.7.1

USITT26

March 19-21, 2026

Come talk WATCHOUT at USITT in Long Beach, California, with Dataton partners Show Sage, booth 573, usitt.org