CogEye Toolkit
A unique, ready-to-use computer vision-based software solution. Tested in real-time, optimized, field-verified, and powered by computer vision algorithms and machine learning.
Real-Time Machine Vision & Quality Validation
This CogEye toolkit offers an unique ready-to-use computer vision-based software solution. This has been tested in real-time, optimized, field-tested, and verified as a reliable software solution. It is based on a set of algorithms in computer vision and machine learning.
By utilizing high-resolution sensors and deep neural networks, CogEye solves the fundamental challenges of manual QA in industrial manufacturing lines—mitigating environmental variables such as lighting shifts and physical vibrations to maintain a pristine inspection standard.
Inspection Time Per Garment—dramatically faster than conventional human inspection.
Averaged Accuracy Rate Monitored on Plain Garment defect validations.
Accuracy maintained for complex AOP (All-Over-Print) fabrics under high vibration.
CogEye Toolkit Features
Highly optimized industrial algorithms designed for high accuracy and minimal infrastructure changes.
Light Variation Compensation
Minimize the light variation changing the infrastructure through custom contrast algorithms.
Real-Time Capture
Capture the Image in Real-time at high frame rates with zero buffer latency.
Arduino-Based IoT Integration
Integrated camera, IR Sensor, and Arduino micro-controllers capture the image and control the flow of the software.
ROI Extraction
Mark and extract the specific area of interest (ROI) from each capture automatically.
Vibration Dampening
Minimize the printing bed vibration effect mathematically before defect verification.
Neural Noise Reduction
Identify noise in the images using a custom-implemented deep-learning neural network to remove noise factors from each pixel.
Noise-Defect Differentiation
Distinguish actual defects from surface noise and capture artifacts with high statistical confidence.
Printing Defect Identification
Pinpoint and categorize printing issues, color leaks, and alignment skips in millisecond scales.
User-Friendly Defect Visualization
Visualize defect mappings, heatmaps, and stats in a user-friendly and actionable dashboard.
Optimize Your Quality Assurance Workflow
Automate validation, eliminate overhead, and improve your process yield. Get a custom validation estimate for your factory today.
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