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Computer Vision Software Development Services

Object detection. Video analysis.
What we do What’s included?

What we do

Backed by many years of experience building hardware and software for embedded systems, our team at Integra Sources helps businesses in the manufacturing, healthcare, and consumer electronics industries develop custom video and image analysis software for computer vision and machine vision systems. Our recent projects in this artificial intelligence field include a fall detection system for elderly care, a mobile app for detecting melanoma skin cancer, and an autonomous robotic lawnmower.

What's included?

We provide R&D product development services for computer vision systems that extract, analyze and understand useful information from a single image or a sequence of images. We use computer vision libraries such as OpenCV, optimize existing methods, and create our own algorithms based on mathematical models. Within the scope of computer vision as a service, our goal is to build a system that has a high processing speed and doesn’t lose performance. For implementing computer vision projects, we also use artificial intelligence techniques such as deep learning and machine learning.




Check out our recent case study

Machine learning Healthcare Computer vision R&D Smart home Startup

Algodroid R&D Project: Building a Computer Vision System for Preventing Falls in the Elderly

The project is a video monitoring system that uses computer vision and machine learning to track people's activities throughout the day and detect falls in real time.

Our clients include enterprise companies, research centers, and innovative startups from all over the world

How we work

Check out the table below to learn more about how we work and where your involvement is most needed depending on the type of collaboration model.

AREA OF RESPONSIBILITY

PROJECT-BASED OUTSOURCING

DEDICATED DEVELOPMENT TEAM

RESEARCH & DEVELOPMENT

PROJECT REQUIREMENTS

YOU

SHARED

YOU

UI DESIGN

SHARED

SHARED

SHARED

COMPUTER VISION SOFTWARE ARCHITECTURE

INTEGRA

INTEGRA

INTEGRA

DEVELOPMENT

INTEGRA

INTEGRA

INTEGRA

TESTING

INTEGRA

SHARED

SHARED

DELIVERY MANAGEMENT

SHARED

SHARED

Frequently Asked Questions

Read this information to better understand the process of software development for computer vision.

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 by 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 computer vision systems?

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

Languages: C++, Python

Frameworks: 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 in the software development with computer vision:

  • 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 some 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?

For the development of computer vision, it’s best if you could provide us with the datasets. If it’s not possible, we’ll dig for images in open source databases.

Where have you applied computer vision algorithms?

Some examples of our projects with computer vision development 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.

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