ROOT: real-time object observation technology for cocoa processing
ROOT leverages real-time video and advanced computer vision on edge AI devices to accurately segregate cocoa bean fractions. With over 95% classification accuracy and rapid prediction speeds, it's ideal for 24/7 operations in cocoa processing facilities.
Overview
ROOT (Real-time Object Observation Technology) is an innovative solution designed for the cocoa processing industry. By integrating real-time video monitoring with advanced computer vision models, ROOT accurately differentiates and segregates cocoa bean fractions such as nibs, shells, and fines based on their physical characteristics. Achieving a classification accuracy of over 95%, this technology ensures minimal misclassification and supports a high throughput suitable for continuous operations.
Technical specifications
ROOT employs sophisticated computer vision models optimized for edge AI devices, enabling prediction speeds of less than 10 milliseconds per image. This capability allows the system to handle streams exceeding 15 metric tons per hour. The technology is designed to run on NVIDIA Jetson Edge devices, with an option for cloud-based streaming to reduce hardware complexity. The system is customizable and can adapt to various monitoring workflows, featuring a user interface that can be tailored to specific facility needs.
Technology readiness level
Currently at TRL 3, ROOT has undergone initial proof-of-concept validation and is set to enter the customization and testing phase over the next 4-6 months. This phase involves real-world data collection, GUI customization, and further model training and validation to enhance performance in operational environments.
About Vitality Robotics Inc
Vitality Robotics Inc. designs and manufactures AI-powered hardware and software solutions tailored for biomedical research, veterinary medicine, and laboratory environments. The company develops custom benchtop surgical systems, pick-and-place robotics, and conveyor systems that incorporate computer vision, reinforcement learning, and advanced robotic precision. By partnering with industry leaders such as NVIDIA, AWS, and Mecademic, they provide end-to-end integration of hardware with custom machine learning models that run on edge devices, enabling the automation of precise tasks such as tissue collection, necropsies, and scientific imaging analysis.
These technologies help scientific teams and laboratory operators reduce operational costs, increase efficiency, and standardize complex procedures. Beyond specialized hardware, the company offers a SaaS platform, Labtools.AI, which integrates with electronic lab notebooks (ELNs) and laboratory information management systems (LIMS) to provide no-code, user-friendly data management and analytics. By delivering custom AI strategy consulting and scalable automation tools, Vitality Robotics aims to accelerate biomedical discovery and bridge the gap between laboratory workflows and advanced robotic precision.
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