Self-Developed MVP (Machine Vision Platform) Algorithm Platform: This is a core strength. IRayple’s Smart Cameras, for instance, embed this platform, combining image processing, algorithm tools, and communication control into a single device. This integration allows for:

• Powerful On-Device Processing: Performing tasks like positioning, identification, measurement, and inspection directly on the camera, reducing reliance on external PCs and simplifying system architecture.

• High Accuracy and Efficiency: The MVP platform provides robust and reliable performance, ensuring precise results for complex machine vision applications.

Comprehensive Integrated Visual Functions: IRayple’s vision software (as part of its various camera and solution offerings) integrates a wide array of visual functions crucial for industrial automation, including:

• Positioning: Accurately locating objects.

• Measurement: Performing precise dimensional analysis.

• Recognition/Identification: Reading codes (1D, 2D, DPM), OCR (Optical Character Recognition), and identifying objects.

• Defect Detection: Identifying flaws and inconsistencies on surfaces or within products.

• Deep Learning Capabilities: Leveraging AI-enabled algorithms for more complex classification, recognition, and inspection tasks where traditional rule-based methods might fall short. For example, their code readers use AI-enhanced algorithms for robust decoding.

Enhanced Image Quality and Processing: IRayple’s software components, often built into their cameras, include powerful ISP (Image Signal Processor) imaging algorithms and other features to ensure outstanding image quality:

• FPN (Fixed Pattern Noise) calibration: Reduces sensor noise for clearer images.

• Bayer Demosaicing (for color cameras): Converts raw sensor data into full-color images.

• Space/Spatial Correction: Corrects for geometric distortions.

• TDI (Time Delay Integration): Improves sensitivity for line scan cameras, especially in low light.

• Lossless Compression & Binning: Optimizes data transmission and can enhance sensitivity.

Simplified Development and User-Friendliness:

• Windows 10 OS Compatibility (for Smart Cameras): Simplifies development and customization for users familiar with the Windows environment.

• One-Click Auto Training (for Code Readers): Reduces debugging time by automatically adjusting lighting, focus, and algorithms to environmental conditions, making setup more convenient.

• EasyID Debugging Software: Provides an efficient way to set and debug code reading parameters with guided operations and real-time previews.

High Compatibility and Flexible Connectivity:

• Rich I/O Interfaces: Offering versatility in connecting with external devices like sensors, actuators, and trigger mechanisms for comprehensive automation tasks.

• Various Data Interfaces (GigE, 10GigE, USB3.0, Camera Link, CXP-6/CXP-12): Enables high-speed data transfer and flexible integration with different networks and industrial control systems.

Robustness and Reliability: The software is designed to operate within industrial-grade hardware, ensuring reliable performance and durability in challenging industrial environments. This is supported by features like stable operation with wide voltage input.

Solutions-Oriented Approach: IRayple often integrates its vision software and hardware into comprehensive solutions for specific industry challenges, such as:

• Under Vehicle Scanning Systems: For security and inspection.

• Container OCR Solutions: For automated logistics.

• Six-side DWS Systems (Dimensioning, Weighing, Scanning): For efficient logistics automation.

• Train Scanning Systems: Utilizing deep learning for character recognition and exterior inspection.