Computer Vision Development Services

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.

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

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.

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

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

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

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.

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.

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.

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.

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.

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.

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.

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.

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.