Cutting-Edge Vision. Precision Measurement. Smarter Decisions.
Cutting-Edge Vision. Precision Measurement. Smarter Decisions.
Neural Grader combines high-end vision systems, precise laser measurement, advanced lighting, and powerful AI to deliver unmatched grading and optimization for the modern wood industry.
Neural Grader combines high-end vision systems, precise laser measurement, advanced lighting, and powerful AI to deliver unmatched grading and optimization for the modern wood industry.
Technology
Ai
Advanced Vision System
See what others miss.
Our multi-camera setup captures boards from multiple angles (2 or 4 sides), delivering high-resolution images in real-time — even at high speed. Whether you’re working with rough green or dry lumber, the system adapts to surface textures, grain direction, and board motion.
What it detects
Knots and related defects: sound, unsound, encased knots
Cracks and voids: splits, checks, shake, holes (pin, worm), pitch pockets
Biological and chemical issues: rot, decay, discoloration, stain
Surface and edge features: grain patterns, direction, wane, bark pockets
Custom Lighting Systems
Lighting Matters — And We Control It Precisely.
Each scanner includes tuned LED lighting arrays to eliminate shadows, glare, and inconsistencies — key for accurate AI detection. Our lighting adapts to the species, board color, and surface condition.
Highlights
Diffuse & directional LED control
Automated adjustment by species and board type
Eliminates shadows and inconsistencies
Optimized for AI detection accuracy
Laser-Based Geometric Measurement
Precision Beyond Length & Width.
Laser triangulation modules measure width, thickness, length, and warp (bow, twist, crook, cup). This feeds our grading and optimization engines.
Highlights
Accuracy: ±0.2 mm
Speed: Up to 300 boards/min
Enclosed design for dust protection
Measures width, thickness, length, and warp
AI Grading Engine
Our proprietary deep learning engine is trained on 15+ species across 10+ countries. It adapts to NHLA, EU, or custom grading rules. It detects defects, grain patterns, discoloration, and species-specific anomalies.
What it detects
Knots (sound, unsound, encased)
Splits and checks
Rot and decay
Grain patterns and direction
Discoloration and stain
Wane and bark pockets
Holes (pin, worm)
Pitch pockets
What it adapts to
NHLA grading rules
European standards
JAS requirements
Customer-specific rules
Species-specific criteria
End-use optimization
Yield maximization
Value-based sorting
Fully Integrated. Field-Proven.
Neural Grader’s tech stack is not just powerful — it’s production-ready. Every component is engineered to run in dusty, vibration-prone, and high-throughput environments.
From detection to decision, every step is optimized for your production line.
Technical specifications
Every component of the Neural Grader system is engineered for precision, reliability, and industrial-grade performance.
Component
Vision System
Lighting System
Laser Modules
AI Engine
Processing Unit
Software Stack
Description
Industrial-grade cameras with high frame rates
Tuned LED arrays with adaptive control
Precision triangulation for dimensional measurement
Deep learning models trained on 100 000+ boards
Industrial computing platform with GPU acceleration
Modular design with intuitive operator interface
Highlights
36 FPS, multi-angle capture
Shadow elimination, enhanced color detection
±0.2 mm accuracy
Defect detection, grade optimization, continuous learning
Real-time processing, redundant architecture
Remote monitoring, data analytics, ERP integration
Ready to see it in action?
Experience the Neural Grader difference with a personalized technical demonstration or download our comprehensive specifications.
Technology
Ai
Advanced Vision System
See what others miss.
Our multi-camera setup captures boards from multiple angles (2 or 4 sides), delivering high-resolution images in real-time — even at high speed. Whether you’re working with rough green or dry lumber, the system adapts to surface textures, grain direction, and board motion.
What it detects
Knots and related defects: sound, unsound, encased knots
Cracks and voids: splits, checks, shake, holes (pin, worm), pitch pockets
Biological and chemical issues: rot, decay, discoloration, stain
Surface and edge features: grain patterns, direction, wane, bark pockets
Custom Lighting Systems
Lighting Matters — And We Control It Precisely.
Each scanner includes tuned LED lighting arrays to eliminate shadows, glare, and inconsistencies — key for accurate AI detection. Our lighting adapts to the species, board color, and surface condition.
Highlights
Diffuse & directional LED control
Automated adjustment by species and board type
Eliminates shadows and inconsistencies
Optimized for AI detection accuracy
Laser-Based Geometric Measurement
Precision Beyond Length & Width.
Laser triangulation modules measure width, thickness, length, and warp (bow, twist, crook, cup). This feeds our grading and optimization engines.
Highlights
Accuracy: ±0.2 mm
Speed: Up to 300 boards/min
Enclosed design for dust protection
Measures width, thickness, length, and warp
AI Grading Engine
Our proprietary deep learning engine is trained on 15+ species across 10+ countries. It adapts to NHLA, EU, or custom grading rules. It detects defects, grain patterns, discoloration, and species-specific anomalies.
What it detects
Knots (sound, unsound, encased)
Splits and checks
Rot and decay
Grain patterns and direction
Discoloration and stain
Wane and bark pockets
Holes (pin, worm)
Pitch pockets
What it adapts to
NHLA grading rules
European standards
JAS requirements
Customer-specific rules
Species-specific criteria
End-use optimization
Yield maximization
Value-based sorting
Fully Integrated. Field-Proven.
Neural Grader’s tech stack is not just powerful — it’s production-ready. Every component is engineered to run in dusty, vibration-prone, and high-throughput environments.
From detection to decision, every step is optimized for your production line.
Technical specifications
Every component of the Neural Grader system is engineered for precision, reliability, and industrial-grade performance.
Component
Vision System
Lighting System
Laser Modules
AI Engine
Processing Unit
Software Stack
Description
Industrial-grade cameras with high frame rates
Tuned LED arrays with adaptive control
Precision triangulation for dimensional measurement
Deep learning models trained on 100 000+ boards
Industrial computing platform with GPU acceleration
Modular design with intuitive operator interface
Highlights
36 FPS, multi-angle capture
Shadow elimination, enhanced color detection
±0.2 mm accuracy
Defect detection, grade optimization, continuous learning
Real-time processing, redundant architecture
Remote monitoring, data analytics, ERP integration
Ready to see it in action?
Experience the Neural Grader difference with a personalized technical demonstration or download our comprehensive specifications.
Technology
Ai
Advanced Vision System
See what others miss.
Our multi-camera setup captures boards from multiple angles (2 or 4 sides), delivering high-resolution images in real-time — even at high speed. Whether you’re working with rough green or dry lumber, the system adapts to surface textures, grain direction, and board motion.
What it detects
Knots and related defects: sound, unsound, encased knots
Cracks and voids: splits, checks, shake, holes (pin, worm), pitch pockets
Biological and chemical issues: rot, decay, discoloration, stain
Surface and edge features: grain patterns, direction, wane, bark pockets
Custom Lighting Systems
Lighting Matters — And We Control It Precisely.
Each scanner includes tuned LED lighting arrays to eliminate shadows, glare, and inconsistencies — key for accurate AI detection. Our lighting adapts to the species, board color, and surface condition.
Highlights
Diffuse & directional LED control
Automated adjustment by species and board type
Eliminates shadows and inconsistencies
Optimized for AI detection accuracy
Laser-Based Geometric Measurement
Precision Beyond Length & Width.
Laser triangulation modules measure width, thickness, length, and warp (bow, twist, crook, cup). This feeds our grading and optimization engines.
Highlights
Accuracy: ±0.2 mm
Speed: Up to 300 boards/min
Enclosed design for dust protection
Measures width, thickness, length, and warp
AI Grading Engine
Our proprietary deep learning engine is trained on 15+ species across 10+ countries. It adapts to NHLA, EU, or custom grading rules. It detects defects, grain patterns, discoloration, and species-specific anomalies.
What it detects
Knots (sound, unsound, encased)
Splits and checks
Rot and decay
Grain patterns and direction
Discoloration and stain
Wane and bark pockets
Holes (pin, worm)
Pitch pockets
What it adapts to
NHLA grading rules
European standards
JAS requirements
Customer-specific rules
Species-specific criteria
End-use optimization
Yield maximization
Value-based sorting
Fully Integrated. Field-Proven.
Neural Grader’s tech stack is not just powerful — it’s production-ready. Every component is engineered to run in dusty, vibration-prone, and high-throughput environments.
From detection to decision, every step is optimized for your production line.
Technical specifications
Every component of the Neural Grader system is engineered for precision, reliability, and industrial-grade performance.
Component
Vision System
Lighting System
Laser Modules
AI Engine
Processing Unit
Software Stack
Description
Industrial-grade cameras with high frame rates
Tuned LED arrays with adaptive control
Precision triangulation for dimensional measurement
Deep learning models trained on 100 000+ boards
Industrial computing platform with GPU acceleration
Modular design with intuitive operator interface
Highlights
36 FPS, multi-angle capture
Shadow elimination, enhanced color detection
±0.2 mm accuracy
Defect detection, grade optimization, continuous learning
Real-time processing, redundant architecture
Remote monitoring, data analytics, ERP integration
Ready to see it in action?
Experience the Neural Grader difference with a personalized technical demonstration or download our comprehensive specifications.
Neural Grader unites sawmills and secondary manufacturers under one digital roof with AI-powered scanning and yield optimization.
Subscribe
Stay updated with the latest in AI lumber grading technology.
© 2025 Neural Grader. All rights reserved
Project co-financed by the European Regional Development Fund through the Competitiveness Operational Program 2014 - 2020
For detailed information on other programs co-financed by the European Union, please visit www.fonduri-ue.ro
The content of this material does not necessarily represent the official position of the European Union or of the Romanian Government.
Neural Grader unites sawmills and secondary manufacturers under one digital roof with AI-powered scanning and yield optimization.
Subscribe
Stay updated with the latest in AI lumber grading technology.
© 2025 Neural Grader. All rights reserved
Project co-financed by the European Regional Development Fund through the Competitiveness Operational Program 2014 - 2020
For detailed information on other programs co-financed by the European Union, please visit www.fonduri-ue.ro
The content of this material does not necessarily represent the official position of the European Union or of the Romanian Government.
Neural Grader unites sawmills and secondary manufacturers under one digital roof with AI-powered scanning and yield optimization.
Subscribe
Stay updated with the latest in AI lumber grading technology.
© 2025 Neural Grader. All rights reserved
Project co-financed by the European Regional Development Fund through the Competitiveness Operational Program 2014 - 2020
For detailed information on other programs co-financed by the European Union, please visit www.fonduri-ue.ro
The content of this material does not necessarily represent the official position of the European Union or of the Romanian Government.