Segmentation has quietly become one of the most useful tools in modern tech. Whether it’s helping doctors analyze medical images, powering AR effects, tracking objects, or making photo editing smarter, segmentation plays a key role behind the scenes. By identifying and isolating objects or regions within an image, it unlocks powerful capabilities that enhance user experiences across industries. Businesses leverage segmentation in a variety of ways: beauty and fashion apps use it for virtual...| It-Jim
The human visual system adapts to a wide range of lighting conditions, from warm sunlight to the cool glow of office fixtures. Yet, a smartphone camera applies numerous system-level processing steps and enhancements. As a result, the same color sample can appear differently under varying illumination or on different devices. In a professional environment, such inconsistency leads to significant waste of time and resources. In this article, the It-Jim mobile app development team explores how s...| It-Jim
How much does computer vision technology cost? To make a long story short, the rough cost of the basic AI vision software or pilot project starts at $30,000. The more advanced computer vision solution costs around $100,000 or higher. The overall cost of the computer vision project depends on its complexity, data acquisition processes, integration requirements, compliance and security matters, as well as specifications of hardware and software components. Additionally, consider price variation...| It-Jim
The Augmented Reality (AR), Mixed Reality (MR), and Virtual Reality (XR) markets continue to evolve and grow rapidly. Once the stuff of science fiction, it is now part of the future reality. Precedence Research predicts rapid growth in the AR and VR market over the next decade, as illustrated in the graph below. Users are increasingly interested in portable XR devices, driven by the emergence of spatial devices such as Apple Vision Pro and Meta Glasses. These The post Extended Reality Project...| It-Jim
In the fast-changing world of mobile technology, 3D model reconstruction on handheld devices is a big leap forward. Algorithms like SLAM, Voxel-Based Reconstruction, and Point Cloud Reconstruction help create 3D models from captured images. Traditionally, these computationally intensive processes required desktop computers. In contrast, mobile devices are limited to data collection due to their constrained CPU/GPU, memory, and storage. Apple’s ObjectCapture has changed the game. It enables ...| It-Jim
Accurate data tracking and measurement are constant challenges in numerous use cases. Can fiducial markers become a solution? Let’s find out. For instance, the medical industry requires colossal accuracy, and even a 1 millimetre deviation can jeopardize a surgery’s outcome. Misaligned virtual surfaces in AR can disorient users. For instance, some objects may appear closer than their physical counterparts. Fiducial markers represent a powerful tool to address these pain points for vari...| It-Jim
RoomPlan is a powerful framework from Apple designed for the fast and convenient creation of 3D models of rooms, using augmented reality (AR) technologies and LiDAR scanning capabilities. In our previous article, we reviewed the basic functions of RoomPlan, such as session setup, the structure of core components, and the specifics of output data. We explored how this tool can interact with the surrounding space to transform your rooms into a 3D model. At first glance, RoomPlan The post RoomPl...| It-Jim
Recently, we encountered a task in one of our projects involving the development of a product management system for a large warehouse. The system needed accurate and efficient barcode detection to streamline inventory tracking, reduce human errors, and optimize workflows. We have different options to tackle this problem. Should we use a dedicated barcode detection technology, or integrate barcode detection within an Optical Character Recognition (OCR) framework? Let’s try both and find out!...| It-Jim
In today’s world, digital devices dominate our daily lives, with significant time spent in front of screens – computers, smartphones, tablets, etc. While this lifestyle is an inevitable part of modern life, it also places substantial strain on our eyes. For many, eye fatigue has become a routine part of life, and if ignored, it can result in serious health issues. Key symptoms of the problem are: poor sleep, light sensitivity, reduced productivity Obviously when having respective The post...| It-Jim
Apple’s Vision Framework is a powerful tool for computer vision that allows developers to integrate broad capabilities of computer vision into their apps, even with the use of custom machine learning models. It works on devices running iOS 11.0+ and offers real-time, on-device processing without requiring constant internet access, LiDAR sensors, or the latest high-performance chips. The key features we will explore: Face Detection Face Landmark Recognition Text Recognition Hand Pose Detecti...| It-Jim