Inside image processing pipelines
Have you ever wondered how a mere smartphone takes images as impressive as your high-end DSLR camera. Even if your smartphone camera doesn’t possess physical optics, it can outperform several high-end cameras.
OpenGL for Video Processing in Android
OpenGL is a graphics library specification for rendering 2D and 3D graphics which achieves the required performance by using the GPU for hardware acceleration. A specification that defines APIs, implementation is the responsibility of GPU vendor. For this same reason, OpenGL APIs will behave differently on different GPUs.
Deep-Learning based Wall crack detection
Cracks become a cause for concern when it comes to the safety, durability and structural integrity of building structures. When cracks develop and propagate, they tend to cause a reduction in the effective load bearing area, which, in turn, brings about an increase in stress and subsequently failure of concrete structures.
Data Annotation for Video AI projects
Data annotation is the process of adding tags or labels to raw data such as images, videos, text, and audio. These tags form a representation of what class of objects the data belongs to and helps a machine learning model learn to identify that particular class of objects when encountered in data without a tag.
AI based Battery Management System (BMS) – Inference pipeline on Azure Cloud
Batteries are at the heart of many modern electrical systems – Electric Vehicles (EV), Energy Harvesting Systems are some examples of such applications. In EVs, it is imperative that the driver is aware of the status of the battery powering his/her vehicle.
Adaptive filters for signal processing: a comparative study
In some applications, the system or environment where processing is happening is unknown or time-dependant. In such applications, adaptive filters are required because they possess self-adjusting capabilities.
Ignitarium Releases Pre-trained AI Applications Library for Renesas RZ/V2L
Ignitarium is excited to release sample vision AI applications targeted for Renesas RZV2L SMARC Dev Kit.
Solar Panel defect detection using AI techniques
Solar energy is a source of clean energy, naturally harnessing the power of the sun. When solar panels are deployed to generate electricity, greenhouse gases are not emitted into the atmosphere.
Is solid-state LiDAR the key to autonomous driving?
The technology for autonomous vehicles has been around for a while, and major automakers and tech companies worldwide have invested billions of dollars in making it a reality.
AI Model optimisation using OpenVINO
In this article we explore the advantages of making use of the native APIs and runtime engine of OpenVINO to maximize the performance and efficiency of DNN model inference.
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