Computer Vision Development

Build and deploy AI-powered vision system for automated inspections, facial recognition, or visual data analysis tailored to your business

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Get custom computer vision solutions that enable automated object detection, image recognition, and data extraction. We use Advanced visual AI, Convolutional Neural Networks, Generative AI and classical algorithms to achieve best results.

Text & Data Recognition Objects Recognition Objects Composition & Comparison Image classification

Text & Data Recognition

Get a custom recognition system that uses the best technology to achieve best results. These can be Gen AI recognizers through API or fine-tuned open-source foundation models for your special needs. We use advanced libraries, such as Tesseract, PaddleOCR, EasyOCR, that provide highly accurate extraction of text data from a variety of sources, automating and optimising your business. Also, we use specialised API from advanced AI vendors like Open AI, Google and Microsoft, or specialised OCR vendors like Adobe. You will be able to automate medical record processing, digitize historical documents or automate invoice processing, etc.

Objects Recognition

Get a custom system that uses the best technology to deliver optimal results. These can be Gen AI-based tools through API or fine-tuned open-source foundation models for your special needs. We use advanced libraries, such as OpenCV. We build or fine-tune CNN models. We also use specialised APIs from advanced AI vendors like Open AI, Google, and Microsoft. You will be able to automate medical record processing, digitize historical documents, automate invoice processing, etc. It analyzes images and videos to extract valuable insights, enhancing capabilities in fields such as quality control, surveillance, and customer engagement. It automates various processes and supports decision-making. We use image analysis to provide the system with real-time data about the current situation, up to behavioral analysis that can trigger specific responses to events, including serving as a key component in autopilot systems.

Objects Composition & Comparison

Get a custom system allowing you to analyse the structure and properties of objects to make more informed decisions. You can compare objects based on various parameters such as shape, size, texture, and other characteristics. This is useful in tasks such as product quality, image comparison or data analysis, providing you with valuable insights for decision-making.

Image classification

Get a custom system to benefit from custom image classification solutions that automatically identify and group images based on predefined criteria. This approach includes the use of advanced machine learning algorithms based on CNN or Gen AI solutions for accurate and fast classification, for example, content moderation on social media platforms, personalized product recommendations or automatic image tagging.

COMPUTER VISION BENEFITS

Computer vision extends across various sectors, transforming workflows and unlocking new opportunities. Nowadays the technology is applied in a variety of sectors:

01. Healthcare

Computer vision can help doctors diagnose diseases by analysing medical images such as X-rays and MRIs. It can be used to study molecules and biological processes, or to perform surgical procedures with minimally invasive techniques.

02. Security

Vision technology can be used to recognise people's faces, monitor property, and analyse data from surveillance cameras to detect suspicious behaviour.

03. Retail

Computer vision can be used to automate checkouts, analyse customer behaviour, and personalise advertising for customers.

04. Agriculture

In the agriculture industry, computer vision can be used to monitor the health of crops, detect pests and diseases at an early stage, and automate harvesting.

05. Energy

It can be used to inspect infrastructure such as power lines and wind turbines, monitor mining operations, and predict energy production from renewable sources.

06. Transport

CV is a key technology for the development of autonomous vehicles. It can be used for traffic control and vehicle inspection. For example, Tesla's Autonomous Driving System uses computer vision to navigate roads, helping to improve safety and convenience.

technologies & frameworks

Our experts have deep understanding in the next technologies

OpenCV

CNN (Keras, PyTorch)

Python

GCP API

AWS API

C++

JavaScript

Golang

Object Detection Accelerator

Reduce your Software Engineering costs by up to 40%! Our object detection accelerator uses advanced artificial neural network and computer vision algorithms to detect objects in video/photo. Detect and identify physical or image-based objects in real time using your device’s camera. Detected objects will automatically be categorized. This video demonstrates the accelerator's proven features.

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Selected Cases

Explore and learn more about some of Computools' recently delivered projects

MeterSnap

#Utilities #Enterprise #Ghana #Artificial Intelligence #Computer Vision #Java #Android

A solution developed by our team for one of Africa's leading energy companies leverages AI and computer vision technologies to transform utility data management. Our client, one of the largest African energy companies, benefited from an intuitive neural network-based mobile app that sends data directly to the utility provider. Using image processing, the application associates the meter ID with the customer ID and stores the information received, eliminating data tampering. Our team has developed a solution that enables operation in low-connectivity environments from a wide range of devices. We trained a neural network for image processing and implemented geolocation as an additional measure to validate the data.

DRONE ANALYTICS

#Energy Equipment and Services #Enterprise #USA #Artificial Intelligence #Computer Vision #Internet of Things #Java

Our client, a leading global sustainable energy supplier, has harnessed the power of IoT-driven drone analytics to revolutionise turbine maintenance. Adopting a data-driven approach has significantly enhanced turbine performance while minimising downtime. The solution allowed the client to reduce operational costs and save time with fewer personnel involved. Safety has been enhanced by taking high-altitude tasks to a minimum. We established endpoints for JSON-formatted Comprehensive Inspection Reports (CIRs) and PDF-formatted Basic Inspection Reports (BIRs), integrating them into a unified database for a holistic view of turbine health.

A-pig

#Agricultural and Farm Machinery #Enterprise #Austria #Artificial Intelligence #Computer Vision #Angular #Java #Python

Our client, Alpha-Pig, a leading pig feed production firm, sought to improve their pig farming operations. The producer wanted to detect sick animals on their farms on time, which we addressed by developing an innovative AI software solution that enhanced animal health monitoring and farm management. We utilised AI algorithms, OpenCV for image processing, TensorFlow for machine learning, and various sensors to capture critical data such as water consumption and feed intake. Implementing our solution improved farm efficiency, boosted productivity by 15%, increased livestock fodder sales, and enhanced profitability and market demand for Alpha-Pig.

Reenox

#Retail #Enterprise #USA #Computer Vision #Data and Analytics #Vue #Node #Golang

A large US retail chain with a global marketplace platform benefitted from a centralised platform that streamlines workflows and offers advanced analytics. Our team developed a platform that solved manual data collection, product management, and real-time data analysis for informed decision-making. We provided scalable data warehousing and analysis for robust database management. By automating processes, moving to the cloud, and gaining real-time insights through data analytics, Reenox achieved significant operational improvements, positioning for continued success in the global marketplace.

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CONTACT US

Get in touch with us to explore how our consulting and engineering expertise can help you achieve your goals. Use the form below or email us at info@computools.com

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Computools was selected through an RFP process. They were shortlisted and selected from between 5 other suppliers. Computools has worked thoroughly and timely to solve all security issues and launch as agreed. Their expertise is impressive.

Mona Madbouly

Global Web Officer at British Council

INDUSTRY: Education Services LOCATION: United Kingdom

The Computools team was very rapidely operational despite the complexity of the situation and the need for the team to adapt to our development methodologies. The Computools team could also work very remotely with very good inter-communication with the SBFinance team ensuring good efficiency despite off-shoring.

Olivier Gazon

Managing Partner at Sustainable Base Finance

INDUSTRY: Banks LOCATION: Belgium

Computools are experts and act professionally, with lots of guidance on technical recommendations and with easy to understand explanations of what the technical choices mean and why one can be a better website than another. As a result, the development was completed on time and exceeded our expectations. The feedback from our customers was very positive and compared to our previous results we doubled our turnover.