ASH Acumen AI Visual Inspection System
Deep Learning Inspection Engine
Deep Learning Inspection Engine
Deep Learning Inspection Engine
Advanced deep learning video analysis enables the system to recognize complex patterns, subtle defects, and variations that traditional rule-based vision systems often miss. This delivers higher inspection accuracy, improved consistency, and reliable results across challenging applications.
Intuitive Image Dataset Capture
Deep Learning Inspection Engine
Deep Learning Inspection Engine
Integrated tools allow users to capture, label, and manage image datasets directly within the system interface. This streamlines setup, reduces preparation time, and enables reliable model creation while minimizing the need for advanced AI or programming expertise.
Automated Model Training
Deep Learning Inspection Engine
Inspection models are trained using labeled image data within the platform, with adjustable parameters to refine accuracy and performance. This simplifies optimization workflows while supporting stable, repeatable inspection results across a wide range of application requirements.
Multi-Task Inspection Engine
Modular, Scalable Architecture
The inspection engine supports defect detection, identification, classification, measurement, and counting in a single workflow. This consolidates inspection functions into one system, improving efficiency and reducing complexity across production and quality operations.
Operator or Automated Modes
Modular, Scalable Architecture
Modular, Scalable Architecture
Inspection results can be used for fully automated decision-making or to assist operators during visual review. This flexibility supports both high-throughput production environments and human-guided quality assurance workflows without disrupting established inspection processes.
Modular, Scalable Architecture
Modular, Scalable Architecture
Modular, Scalable Architecture
Acumen AI is a modular platform designed to scale with evolving inspection and measurement needs. Software modules support system integration and workflow expansion while maintaining accuracy, consistency, and reliable operation across modern production and manufacturing environments.