Computer vision, image and signal processing, machine and deep learning solutions
It-Jim is a group of experts with Ph.D. degrees in various mathematical disciplines. We are focused on technical consulting and R&D services as well as custom software development for any image and video analysis problems. Let us contribute to your business with computer vision, pattern recognition, machine learning, artificial intelligence, augmented reality, signal and image processing. You can count on solutions that are well-balanced in terms of accuracy, performance and computation resources, delivered with clear communication and respect for the deadlines.
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Indoor Positioning Engine
Indoor positioning systems are becoming popular nowadays. Indeed, there is plenty of opportunities for real-time user navigation in GPS-denied environments. An interesting...
Indoor positioning systems are becoming popular nowadays. Indeed, there is plenty of opportunities for real-time user navigation in GPS-denied environments. An interesting use cases are as follows: Fig. 1. Indoor navigation use cases There are several options for hardware (see It-Jim blog post). We have developed the positioning algorithm based on cheap...
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SDK for Augmented Reality Applications
Our client’s goal was to enhance various printed media (magazines, posters, banners, etc.) with interactive experience using augmented reality. With AR, certain...
Our client’s goal was to enhance various printed media (magazines, posters, banners, etc.) with interactive experience using augmented reality. With AR, certain areas on the reading materials can be overlayed with digital information of a different kind: from videos, images, and 3D models to weather information and buttons that bring additional functionality,...
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The task of automatic document analysis and recognition is very common in everyday life. Basically, every time when a user needs to...
The task of automatic document analysis and recognition is very common in everyday life. Basically, every time when a user needs to automatically parse and recognize some content from a picture captured with a mobile phone/tablet or a scanned document – for example, text, tables, links, etc., automatic document recognition and text...
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iPhone’s 12 PRO LiDAR: How to Get and Interpret Data
Apple events always amaze the entire world and 2020 was not the exception. Apple presented the first mobile devices equipped with LiDAR:...
Apple events always amaze the entire world and 2020 was not the exception. Apple presented the first mobile devices equipped with LiDAR: iPad Pro 11 and iPhone 12 Pro (and PRO max version). This active sensor measures physical distances to the objects on a spatial two-dimensional grid. Nowadays it is widespread in...
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A C++ Mini-Tutorial on MediaPipe
As we already explained, MediaPipe is a C++ pipeline library. It is very poorly documented, basically, the only documentation is the comments...
As we already explained, MediaPipe is a C++ pipeline library. It is very poorly documented, basically, the only documentation is the comments and docstrings in the MP source code. There are also examples, but they are not very readable. There is only one trivial “hello world” example, the rest is deep learning,...
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Audio Processing Basics in Python
If you want to try some sound processing in Python (with neural network or otherwise) and don’t know where to start, then...
If you want to try some sound processing in Python (with neural network or otherwise) and don’t know where to start, then this article is for you. This post is for absolute beginners. What do we want? Basically 3 tasks. Read and write audio files in different formats (WAV, MP3, WMA etc.)....
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- How Text-to-Speech Models Work: Theory and Practice by Ustym Khaburskyi
- Comparison of iOS Applications for 3D Reconstruction by Pavlo Vyplavin
- JAX: Can It Beat PyTorch and TensorFlow? by Oleksiy Grechnyev
- GStreamer C++ Tutorial by Oleksiy Grechnyev
- GStreamer for Computer Vision and Audio Processing by Oleksiy Grechnyev