Machine Vision
Machine Vision Solutions: Precision and Efficiency for Your Products
Build custom machine vision solutions with Promwad to optimise industrial processes and ensure real-time monitoring for consistent production.
Hardware Solutions
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Software Solutions
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Explore Our Expertise in Industrial Vision Software Development
- Vision-guided robotics and automation
- AI-powered defect detection and quality control
- Autonomous vehicle navigation and smart logistics systems
- High-precision mapping and localisation for autonomous systems
- AI-driven crop monitoring and agricultural analytics
- Deep learning for medical image segmentation and analysis
- Intelligent surveillance and real-time threat detection
- Construction site monitoring and progress tracking.
Roman Shulenkov,
Head of Industrial Automation Unit at Promwad
Solutions We Develop
Part Identification, Serialisation, and Traceability
Our team engineers vision systems that deliver precise part identification and serial tracking, vital for maintaining control and compliance in regulated industries. This solution facilitates serialisation and traceability across the production process.
Features:
- Accurate identification via 1D/2D code reading, including QR codes and barcodes
- OCR for flexible reading of text in diverse fonts
- End-to-end traceability for automotive, pharmaceutical, and food sectors.
Quality Inspection and Position Sensing
We build quality inspection systems that verifies component alignment, ensures assembly accuracy, and validates print quality, labels, and closures.
Features:
- Precise detection of position and rotation for correct assembly
- Fill level checks within tight tolerances for quality controls
- Verification of print accuracy, label integrity, and secure packaging.
Domains We Serve
and infrastructure
Retail and supply
chain management
Autonomous vehicles
and transportation
Industrial manufacturing
and automation
Agriculture and
precision farming
Security and
surveillance
Healthcare
Energy and utilities
Key Tools We Integrate
Region of Interest (ROI)
Pattern matching
Coordinate transformation
Circle, edge,
and blob finder
Brightness and
colour check
Data matrix and
bar code readers
Optical Character
Recognition (OCR)
Camera Protocols for Industrial Vision
GigE Vision
Provides high-speed, long-distance image transmission over Ethernet, enabling reliable and fast data transfer for robust, real-time industrial vision systems.
USB Vision
Offers simple integration with high data transfer rates, making it ideal for cost-effective, scalable solutions in industrial applications.
AI-Powered Solutions with NVIDIA Technologies
Employ NVIDIA's tools to develop AI-driven solutions for machine vision, intelligent video analytics, and autonomous systems.
- NVIDIA Jetson: We integrate NVIDIA Jetson to guarantee optimised AI-driven vision processing. Its compact form and energy efficiency make it ideal for deployment in industrial environments.
- NVIDIA Deep Learning AI: With pre-trained models and deep learning frameworks, our clients accelerate AI model training and inference to enhance defect detection and quality assurance.
- NVIDIA Metropolis: Metropolis enables us to deliver scalable, real-time video analytics for smart cities, manufacturing, and retail environments, improving safety and operational oversight.
- NVIDIA TensorRT: Using TensorRT, a high-performance deep learning inference library, you can improve the speed of AI models and establish high throughput in real-time applications.
Benefits of NVIDIA-Based Solutions for Computer Vision
High performance
Accelerate image processing with high-performance GPUs, SDKs and AI, ensuring immediate responses.
Scalability
Scale from edge devices to clouds and data centres with NVIDIA's flexible platforms.
Precision
Use NVIDIA's production-ready tools for accurate object recognition, defect detection, and scene analysis.
Flexibility
NVIDIA SDKs function together, enabling complete analytics and insight extraction from large visual datasets and analytics.
Discover Our Expertise in Machine Vision Hardware Development
- Interface development for various systems
- Multi-camera integration and synchronisation
- NVIDIA platform optimisation and Time-of-Flight (ToF) sensor integration
- LiDAR and hyperspectral imaging solutions
- Hardware acceleration for video processing tasks.
Andrei Smirnov, Head of the Adaptive Computing Systems Unit at Promwad
Solutions We Build
Camera-Based Sorting and Assembly
We develop sorting systems that identify and remove improperly oriented or defective components before they enter the final assembly to guarantee that only high-quality, correctly oriented parts proceed down the line.
Features:
- Automated orientation and quality inspection for assembly components
- Defect removal using blow-out nozzles to maintain quality standards
- Effective handling of critical elements like electrodes and transparent display parts
Sensor Solutions
- Vision systems: Complex image processing tailored to specific customer requirements.
- Event cameras: Designed for continuous operation, capturing and buffering video before and after triggered events, ideal for error analysis and 24/7 monitoring.
- 3D camera vision sensors: Ideal for goods inspection on conveyor belts or robotic pick-and-place tasks, offering high-precision 3D point clouds with stereo vision or time-of-flight (ToF) technology.
- 2D camera vision sensors: Versatile for applications like positioning, tracking, and feature recognition, bridging the gap between simple 2D sensors and advanced vision systems.
- Laser profile sensors: Deliver precise detection and monitoring, effective even with variable surface structures, colors, and contrast levels.
Cameras
Our team designs and engineers hardware solutions for a wide range of imaging solutions, including:
- 1D line scan and TDI cameras
- 2D area scan devices
- Infrared imaging equipment
- Microscopy imaging tools
- X-ray imaging solutions
- Smart vision systems
- Spectroscopy imaging tools
- Spherical imaging technologies.
Application Areas
People counting
On-camera inference
Barcode scanning
Non-destructive
testing
Identification and
measurement
Mobile mapping
and positioning
Embedded vision
systems
Flaw detection
and verification
Display and flat
panel inspection
Industries We Serve
Postal and logistics
Food and packaging
Semiconductor
General
manufacturing
Battery and
electronics inspection
Automotive
manufacturing
Print and web
inspection
Why Promwad
Cross-functional team
We offer end-to-end development of cameras for industrial automation, managing every engineering phase from initial concept to production.
Specialised expertise
Our team members bring deep, specialised knowledge to each project, ensuring optimal solutions tailored to your application.
Innovation-driven
We stay ahead of industry trends and treat every new project as an opportunity to apply and expand our cutting-edge expertise.
Our Cooperation Models
Flexible approach to suit your current needs
Dedicated Team
We will form a team to fit your specific engineering task. You are free to manage it and provide additional resources.
Project-Based
We can join you at any stage or take on the entire project, including our management and risk control.
Fixed Price Model
This contract fixes the price so that it does not depend on resources used or time expended by our engineering team.
Time and Material
A T&M contract is the best option for your flexible set of tasks that are difficult or impossible to fix and assess in advance.
Partner with us to transform your production line into a high-precision, fully automated system!
We will contact you today or the next business day. All submitted information will be kept confidential.