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Computer Vision Development Services

Object detection and image analysis are used in various industries, from sports and entertainment to manufacturing and healthcare. We build computer vision software using machine learning and AI techniques for robotics, smart city projects, medical software, and other solutions.
We provide R&D product development services for computer vision systems using particular tools like the OpenCV library.

What we do

As a computer vision development company, we can help businesses in manufacturing, healthcare, consumer electronics, and other industries. Integra offers both R&D and fully functional computer vision software development services. We use CV libraries such as OpenCV, optimize existing methods, and create custom algorithms based on mathematical models. We also apply AI techniques, deep learning, and machine learning. Our computer vision solutions have a high processing speed and don’t lose performance.
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What’s included

A sport field with multiple people on it seen by an object detection algorithm

Object Detection

Being able to recognize a specific object in an image is the primary task of a computer vision solution. To detect objects, we extract features from the region of interest (ROI), then perform image classification and localization. To develop object detection algorithms, we apply CV techniques and deep learning methods. By ordering our computer vision development services, one can create systems for face analysis, handwritten character recognition, gesture recognition, background removal, crowd counting, NSFW detection, landmark classification, machine vision, robots, and more.
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Video Analysis

Video analysis algorithms perform the following tasks: 1) motion detection based on background subtraction algorithms; 2) object tracking based on identifying how objects in different video frames relate to each other; and 3) scene understanding based on rule-based approaches. If abnormal behavior is detected, the system can trigger a specific action: an alert or a call to the ambulance. Video analysis algorithms can be used for action recognition, pose estimation, rotation prediction, vehicle recognition, and more.
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Our projects

Check Integra’s previous projects delivered within computer vision development services.

Computer Vision System for Monitoring Sports Facilities

A computer vision-based system takes into account the number of people playing sports on the field and provides analytics by sport.
  • Computer vision
  • Custom software development
  • Industrial solutions
  • Web development
A computer vision system for preventing falls of the elderly - Integra Sources project

Algodroid R&D Project: Computer Vision System for the Elderly

A video monitoring system uses computer vision and machine learning to track people's activities throughout the day and detect falls in real time.
  • Computer vision
  • Healthcare
  • Machine learning
  • R&D
  • Smart Home
  • Startup

Autonomous Robotic Lawn Mower

The robot has an autonomous navigation system with sensors and intelligent algorithms. We provided both hardware design to software development.
  • Computer vision
  • Consumer electronics
  • Embedded hardware development
  • Embedded software development
  • Firmware development
  • R&D
  • Robotics
Optical Character Recognition Module - Integra Sources project

Optical Character Recognition Module for Invoice Capture Software

The OCR module makes it possible to extract information including the invoice date, number, the total sum of the purchase, and line-items.
  • Computer vision
  • Machine learning
  • Mobile app development
  • OCR

Awards

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Why choose Integra Sources

Innovative problem-solving skills, in-depth expertise, and enthusiasm make us a strong partner for hardware and software development.
Learn More about our workflow

Integration

  • Adaptation to customers’ management systems
  • Integration into customers’ development processes

Flexibility

  • Flexibility in development
  • Flexibility in communication

Communication

  • High level of communication
  • Personal account management
  • Legal security guarantee

Transparency

  • Transparency in development processes
  • Customer’s dashboard
  • Clear timelines
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Industries

LEARN MORE ABOUT THE INDUSTRIES WE WORK WITH
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Consumer Electronics

Consumer devices, wearables, smart home solutions, desktop, mobile, and web applications.
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Power Electronics

BESS and BMS solutions, charging systems, electric motor controllers, power conversion.
Mining machinery underground.

Extractive Industry & Manufacturing

Industrial automation, industrial IoT, computer vision, tracking solutions, wearables, industrial UAVs.
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Healthcare

HMIs for medical equipment, wearables, computer vision and AI-based diagnostics solutions.
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Logistics & Transportation

Location and status tracking for freight and vehicles, warehouse robotics, order and warehouse management systems.
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Science & Education

Measuring and testing equipment, programmable robots, e-learning solutions, curriculum management systems.
A girl with a tablet computer is standing on a crop field near a harvester.

Agriculture

UAVs and autonomous robots, soil analysis and climate control systems, solutions for precision agriculture, asset tracking.
A man is recording himself on a video camera.

Entertainment

Multimedia solutions, video streaming systems, desktop and mobile applications, drones.
Industrial robots at a plant.

Robotics

Hardware and software, electric motor controllers, computer vision algorithms, AI solutions.

Consumer Electronics

Consumer devices, wearables, smart home solutions, desktop, mobile, and web applications.

Power Electronics

BESS and BMS solutions, charging systems, electric motor controllers, power conversion.

Extractive Industry & Manufacturing

Industrial automation, industrial IoT, computer vision, tracking solutions, wearables, industrial UAVs.

Healthcare

HMIs for medical equipment, wearables, computer vision and AI-based diagnostics solutions.

Logistics & Transportation

Location and status tracking for freight and vehicles, warehouse robotics, order and warehouse management systems.

Science & Education

Measuring and testing equipment, programmable robots, e-learning solutions, curriculum management systems.

Agriculture

UAVs and autonomous robots, soil analysis and climate control systems, solutions for precision agriculture, asset tracking.

Entertainment

Multimedia solutions, video streaming systems, desktop and mobile applications, drones.

Robotics

Hardware and software, electric motor controllers, computer vision algorithms, AI solutions.
We've worked with
enterprises
and
startups
from Europe, the USA, Australia, and Asia
DaVinci Innovation Labs logo. AVerMedia logo. The Medical Team logo. Red Pitaya logo. GP2U logo. University of East London logo.

Testing and certification

Integra’s services include thorough testing, debugging, and pre-certification steps. Our experts carefully review the certification requirements applied to the product and stick to them at all development stages. We provide all the necessary documentation for further electronics certification and software audits.
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Explore our workflow

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1

We get acquainted with the concept of the future solution and sign a non-disclosure agreement. The team gathers project requirements, studies relevant documents, and analyzes rival products on the market. At this phase, a preliminary project evaluation is made.

2

We contact the customer to confirm the project requirements. Then we create a technical specification and set a budget and deadlines.

3

We make the final evaluation of the project, make up a team, and schedule its workload.

4

We sign a contract for computer vision software development. The team gets to work.

5

We select libraries, languages, and tools and start collecting data for ML algorithms. Then we move on to development, factoring in device features and hardware configuration. The team identifies and eliminates bugs and optimizes the performance of the software. Customers receive daily reports on the progress. If necessary, the plan can be amended.

6

The team tests all the software functions. We check its performance under corresponding operating conditions and run some tests required for product certification. If necessary, the product is then modified.

7

After the tests, we finalize the necessary documentation. We can prepare manuals if the product is designed for in-house use.

8

When the development process is finished, customers can enjoy a free warranty period. During this time, the team will fix any bugs and defects in the product.

Reviews

"Integra Sources' extensive preparation beforehand helped give confidence to the client that they chose the right partner. Despite the time difference, they are able to stay in constant communication. Integra's dedication to the project has led the client to develop an ongoing relationship."
Christophe Baudia
CEO at GeoMoby
"The database has satisfied all scope requirements. The upgrades have improved communication and performance. Team strengths include accessibility and problem-solving and they are unafraid to research problems and develop their own solutions. Integra demonstrated strong management skills when they managed our servers for a week during an important trade show; we showcased our product at the event. Communication channels are always fluid and straightforward."
Eduardo Ruiz
Founder & CEO at Ruiz Aerospace Manufacturing
"Integra's team helped us clarify our requirements and change systems architecture to achieve the final goal. I'd say that the flexibility and enthusiasm of both engineering and management teams throughout the whole project were some of the things we value most in our collaboration."
Dr. Sam Wass
University of East London
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Frequently Asked Questions

Read this information to better understand computer vision development services.

What is computer vision?

Computer vision is a part of artificial intelligence that aims to give computers the capability to understand a single image or a sequence of images. This is achieved through computer vision algorithm development. These algorithms simulate a human visual system and make decisions based on what they see.

What is machine vision?

Machine vision typically refers to using computer vision in industrial automation and robotics.

What technologies do you use to develop CV systems?

As a computer vision software company, we use the following programming languages and technologies:

  • Languages: C++, Python.
  • Frameworks and SDKs: ailia SDK,: OpenCV, TensorFlow, Caffe, Caffe2, FFmpeg, DirectShow, OpenALPR, Tesseract.

What computer vision applications have you worked with?

We have extensive experience in computer vision software development. The core applications we’ve worked with include image understanding and video analysis (after all, videos are nothing but a collection of images (frames)). Here are the common tasks we’ve solved:

  • Image segmentation
  • Object detection
  • Object recognition
  • Object tracking
  • Feature extraction
  • Feature and color correction
  • Face detection
  • Image stitching

What methods do you use for object detection?

To detect objects in an image, we use color extraction, shape extraction, background removal algorithms, and machine learning methods.

What methods do you use for video analysis?

For video analysis, we use motion detection, human detection, and object-tracking methods.

How does R&D product development work?

If you aren’t sure whether your project is feasible, we can help you figure it out. Our R&D model is made for complex projects with a high degree of uncertainty. Here is how it works: our developers will study your requirements and propose a hypothesis on how the problem can be solved and how much it might cost. During project development, we’ll run several experiments to find the most viable implementation and build the solution for you. If we find out that your project isn’t feasible, we will let you know early on.

To build a computer vision system, I need lots of data. Where do I get them?

It would be best if you could provide us with the required datasets. If it’s not possible, we’ll dig for images in open-source databases.

Where have you applied computer vision algorithms?

With Integra’s computer vision projects include a video monitoring system for fall detection for elderly care, a SkinView app for detecting melanoma skin cancer, and a video surveillance system for tracking football players on the field.

What do I get when the project is finished?

Upon project completion, the customer receives a fully functional software product, source codes, and detailed technical documentation. The customer will receive all the necessary instructions on how to use the product. We will also answer any questions and provide training if necessary.

What about intellectual property rights?

The cession of intellectual property rights is legislated in our contracts. We also sign a non-disclosure agreement to protect any sensitive information. We will mention your project on our website and other platforms only with your permission.

Do you provide software testing services?

Yes, we do! That’s part of our computer vision services. Our quality assurance department uses manual and automated testing methods to check the software we develop so engineers can fix issues before the product is released.

Can you guarantee the quality of the product?

We pay great attention to the quality of our work. The customer receives fully functional software and a detailed user manual. After finishing the project, we provide a free warranty period, during which the team will eliminate any discovered bugs. During the post-warranty period, we can also provide advice on possible modernization and modification of your product.

What is the minimum completion time?

The timing of a project largely depends on its specifics, complexity, scale, choice of components, and logistics. For example, a project audit can take 1-2 months, while AI-based software development usually lasts much longer. We always set realistic deadlines when preparing the spec and stick to the schedule at all project stages.

Who are your customers?

We develop projects for private enterprises and public organizations: small, medium, and large businesses, mining and manufacturing enterprises, startups, healthcare organizations, and enterprises engaged in other industries.

We cooperate
with the whole world

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