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Custom Machine Vision Development  

Here's a machine vision system for inspecting manufactured products for defects

What is Machine Vision?

Machine Vision is a technology that inspects, analyzes, and interprets visual data captured by cameras and sensors installed in machines. It’s widely used in manufacturing for monitoring quality control.

At DAC.digital, we specialize in creating custom machine vision solutions, using our expertise as a software and AI development company with a team of deep tech experts.

Build your technological future. Let’s discuss the details.

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Custom Machine Vision Development

Do you have a complicated production process or unusual environment? We’ve got you!

Let’s create a custom machine vision system that’s tailor-fit to your specific project. We will help you choose a digital camera or vision sensor, set up consistent lighting for the best visibility, and create specialized algorithm for interpreting visual data. You’ll get an efficient, accurate, and reliable solution that you will be the full owner of.

23 Deloitte Fast 50 Central Europe 2023

Deloitte Fast 50

Forbes Technology Council Official Member

Forbes

1000 Europe’s Fastest Growing Companies
2023 & 2024
Financial Times

Polish Company International Champion 2020
PwC

Master of Innovative Transformation 2021
MIT Sloan Review

Enable Your Machines to See with a Vision System Technology

Defect Detection

machine vision system integrated with a manufacturing machine

Invest in one of the best machine vision applications: defect detection! Install smart cameras that replicate human vision in identifying defects so fast that you can catch issues before they become costly problems. Ask our experts to design and instal vision systems in your industrial equipment.

Visual Inspection

a comparison of a regular photo versus a visual inspection systems

Traditionally performed by human inspectors, AI vision can evaluate product quality through checking product appearance and making sure it meets your requirements without human intervention. Let us set up smart cameras and train AI to do automated inspection for you.

Thermal Imaging

a visualization of thermal imaging in machine

Go beyond surface-level quality inspection and install thermal imaging sensors. Detect defects that aren’t available to spot by human workers. Deep learning models will analyze images and uncover hidden anomalies, ensuring unmatched precision and reliability in your manufacturing process.

Dimensional Measurement

machine vision system visualization that checks fill levels

Improve accuracy with vision systems designed for dimensional measurement. From checking product dimensions to ensuring parts fit perfectly, machine vision can measure system components down to the micrometer. Ensure compliance with specifications and maintain the highest standards in manufacturing process.

Sorting and Classification

machine vision system that helps sorting fruit

Automate your sorting processes with machine vision systems that can identify, classify, and separate products at high speed. Whether it’s sorting defective items, categorizing products by size or color, or stopping the wrong items from moving down the production line, we can create such systems for you.

Foreign Object Detection

detecting a fly is one of the machine vision system's task that you can develop

Detect foreign objects like plastic, metal, or glass inside the products or packaging, and prevent costly manufacturing disruptions. Foreign object detection keeps your standards uncompromised. Curious about how this technology can transform your quality control? Let’s talk!

Integrate Machine Vision Technology with Existing Systems

A one-size-fits-all solution may not work well with existing manufacturing equipment or the software that you use. Custom machine vision solutions integrate smoothly with your infrastructure, whether it’s a production line, an automated sorting system, or more.

Let’s design a machine vision system that integrates well with manufacturing systems, be it an ERP, MES, or other solutions that help you track what’s going on in your business and make decisions.

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AI Roadmap Development Workshop

Curious to learn what AI can do for you? Schedule a workshop with out experts. Build a clear roadmap for introducing AI to your plant production. Learn more and book your AI Potential Discovery Workshop.

We Help Manufacturers Innovate

We can optimize quality control in your factory, boost the market value of your manufacturing machine, and bring innovation with machine learning. Check what we offer:

Machine Vision End-to-End Development

Hire us to create a tailor-made machine vision solution for you. We design and build custom algorithms and help you pick the right hardware for the job.

Partnership with Machine Manufacturers

Do you manufacture machines for factories? If so, let’s partner up! We can add machine vision systems into your machines, so they get you new customers and boost your revenue.

Additional Services for Manufacturing

Apart from developing custom machine vision, we help our customers build AI for industrial drones, robots, and cobots, build digital twins, and take care of MLOps, and related machine learning services.

Only around 20% of the companies implementing AI consider their project a success.

Be one of them.

Benefits of Machine Vision in Manufacturing Process

Automated Quality Control
Machine vision technology can detect defects, measure dimensions, and ensure product consistency in real time.

Worker Safety
Machine vision systems can take over hazardous visual inspection tasks and reduce the risk of injuries for employees. Enhance workplace safety and monitor employees to detect potential health hazards.

Operational Efficiency
Streamline quality control and cut operational costs with machine vision. Such systems ensure consistent production without the delays. Dedicated computer vision applications can result in efficiency gains for your manufacturing process.

Increased Labor Productivity
By handling repetitive and time-consuming tasks, machine vision enables human inspectors to focus on higher-value activities, boosting overall labor productivity and increasing industrial automation.

Fourth Industrial Revolution
Embrace smart manufacturing. Machine vision technologies, powered by artificial intelligence, enable data-driven decisions, real-time quality control, and seamless integration with IoT, which leads you into reaching industry 4.0.

Meet Our Experts in Machine Learning and Computer Vision Development

DAC.digital brings together a team of experts who develop innovative R&D projects and commercial solutions for manufacturing, healthcare, logistics, agriculture, and more. Here are some of our teammates who will work with you to develop your custom machine vision.

Portrait of Marek Tatara, PhD expert at DAC.digital
Marek Tatara, PhD Assistant Professor at Gdańsk University of Technology, AI/ML Expert at M5 Technology, Member of the Polish Society For Measurement, Automatic Control And Robotics. Works on the implementation of both EU-funded and commercial R&D projects from the field of Computer Vision, Machine Learning and Embedded Systems.
Check the scientific publications
Portrait of Stanisław Raczyński, PhD expert at DAC.digital
Stanisław Raczyński, PhD Distinguished professional with an impressive track record of 17 years in ML/AI and audio DSP research, coupled with 23 years of engineering experience. He has actively contributed to various applied research projects, demonstrating his expertise in signal processing, natural language processing, machine learning, and robotics.
Check the scientific publications
Krzysztof Wołk, PhD NLP Scientist/Technical Project Coordinator. Natural Language Processing Expert with PhD in the field of Artificial Intelligence. Experienced in AI related project management. Constantly developing. Very interested in dialog systems, human computer interaction, multimedia and signal processing.
Check the scientific publications
Portrait of Karol Duzinkiewicz, Senior Computer Vision Researcher at DAC.digital
Karol Duzinkiewicz Senior Computer Vision Researcher at DAC.digital. Seasoned engineer with many years of experience in international tech companies. Currently holds a team leader role in gaze estimation projects developed in the company. 
Check the scientifc publicatios
Portrait of Michał Gorgoń, Senior Embedded System Engineer at DAC.digital
Michał Gorgoń Senior Embedded System Engineer at DAC.digital. He graduated from the Electrical Technical School at the Zespół Szkół Łączności, specializing in Teleinformatics, and then pursued studies at the Electrical Department of the Wroclaw University of Technology, obtaining a Master's degree in Automation and Robotics.
Portrait of Michał Affek, Machine Learning Researcher at DAC.digital
Michał Affek Embedded Machine Learning Researcher at DAC.digital. He is currently enrolled in an industrial PhD programme at the Gdansk University of Technology. His main interests are remote sensing (processing done specifically on satellites), machine learning algorithms for edge devices, and parallel computing.

Machine Learning & AI

Scikit-Learn, OpenAI API, OpenMMLab, OpenVINO, Safetensors, SAM2, DINO, OpenCV, Open3D

MLOps

Weights and Biases, neptune.ai, SIGOPT, Optuna

Cloud & Data Platforms

Apache Kafka, Apache Spark, Snowflake, dbt, Argo Workflows, Matillion, Airflow, AWS Sagemaker

Data Analytics

Scikit-Learn, Polars, Prometheus, Grafana, PowerBI, Sweetviz, Seaborn

Explainable AI

LIME, ELI5, omniXAI

Data Management

PyTorch Lightning, MongoDB, Redis, MySQL, PostgreSQL, MS SQL Server, Talend, DWH & Data Lakes, Databricks, Azure Blob Storage, CVAT

Edge ML

Nvidia TAO, Edge Impulse, PyTorch mobile, Embedded systems integration

Build a Custom Machine Vision Solution with our Experts

Contact us!

Send us an email: [email protected]