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We are Great Place to Work® – Certified

We are Great Place to Work® – Certified

We have secured the Great Place to Work® Certification in India from Oct 2021 to Oct 2022 in the category ‘Small and Mid-size Organizations.’ This prestigious recognition is awarded wholly on the basis of the experiences shared by current employees of Ignitarium. Great Place to Work® is the global authority on workplace culture, employee experience, […]

Light-weight People Detection on Microcontrollers using Custom Neural Networks

Light-weight People Detection on Microcontrollers using Custom Neural Networks

AI-driven computer vision systems are increasingly becoming a part of our day to day life across industrial and consumer applications. Deployment of Machine Learning (ML) models on Edge devices is also gaining traction due to the advantages of improved performance and data security as data is not sent over to the cloud for processing. While […]

AI-enabled Social Distancing Detection

AI-enabled Social Distancing Detection

Social distancing has been found to be an effective measure to curb the spread of COVID-19. According to the Centers for Disease Control and Prevention, a minimum distance of 6 ft should be maintained between two individuals to control spread of COVID-19. As parts of the world limp back to normal and people slowly return […]

Automated Test Jig for Edge-based Voice Command Engines

Automated Test Jig for Edge-based Voice Command Engines

With the skyrocketing number of devices that are being used at home, work and play, consumers are moving away from pressing buttons to using voice UI to control these devices.

Low-light image enhancement using MIRNet

Low-light image enhancement using MIRNet

With the goal of recovering high-quality image content from its degraded version, image restoration enjoys numerous applications, such as in photography, security, medical imaging, and remote sensing.

Multiclass semantic segmentation using DeepLabV3+

Multiclass semantic segmentation using DeepLabV3+

Semantic segmentation, with the goal to assign semantic labels to every pixel in an image, is an essential computer vision task. In this example, we implement the DeepLabV3+ model for multi-class semantic segmentation, a fully-convolutional architecture that performs well on semantic segmentation benchmarks.

Voice UI: Targeting battery-powered edge devices | Webinar Recording

Voice UI: Targeting battery-powered edge devices | Webinar Recording

In the 1st part of the ‘Audio AI on Low Power Hardware’ webinar series, you will learn about AI-based audio applications like Offline Voice UI that leverage the best of both worlds, i.e. traditional signal processing and deep learning methods.

High-speed nut counting based on Computer Vision

High-speed nut counting based on Computer Vision

“I feel the need, the need for speed”, a famous quote from the Hollywood movie ‘Top Gun’ rings true for most engineers. We strive to make existing algorithms, software and hardware run faster and faster. This blog post explains the design of one such high-speed, high-accuracy solution developed by Ignitarium engineers: a computer vision based […]

Practical approach to Arm Neon Optimization

Practical approach to Arm Neon Optimization

Arm Neon was introduced to improve multimedia encoding/decoding, UI, graphics and gaming related features running on mobile devices. Over the years, it has been used to accelerate signal processing algorithms and functions, to speed up not only the multimedia audio and video applications but foray into deep learning and AI related applications such as voice […]

Real-time Noise Suppression on Edge Devices Using a Practical AI-based Approach | Case Study

Real-time Noise Suppression on Edge Devices Using a Practical AI-based Approach | Case Study

Presenting software for real-time noise suppression on low-cost edge devices using deep learning, this case study details noise suppression challenges and how they were addressed by Ignitarium’s engineers as a part of the solution.

Cough Detection from Acoustic signals for patient  monitoring system | Technical Paper

Cough Detection from Acoustic signals for patient monitoring system | Technical Paper

A high-accuracy method of automatic cough detection using neural networks is presented in this technical paper, that clearly demonstrates achieving parameters that can enable fitment into smart IoT devices.

GitLab for beginners

GitLab for beginners

Let’s dive into Part 3 of the blog series ‘Getting Started with Git’.  In this blog, we will explore the basics of GitLab. A few fundamentals of GitLab that will be covered are: Creating a project and cloning it Creating branches, making changes and pushing back to GitLab Creating a Project and cloning it You […]

Genesis of a company with Sanjay Jayakumar | Podcast

Genesis of a company with Sanjay Jayakumar | Podcast

In this podcast, Ignitarium Cofounder & CEO, Sanjay Jayakumar talks about his early days in Wipro, moving into leadership positions while there and his plunge into entrepreneurship with founding Ignitarium along with a few trusted colleagues. He also discusses the key aspect of how Ignitarium’s culture of innovation and continuous learning has enabled adding value […]

Computer Vision and AI-based Railroad Crossing Detection

Computer Vision and AI-based Railroad Crossing Detection

In the last 40 years, more than 22,000 people were killed at U.S. railroad crossings*. But data shows that railroad crossings have become safer over time, thanks to the installation of gates and lights at more crossings, timed traffic signals and increased public education efforts. Helping further with these efforts are several noted companies and […]

GitHub for beginners

GitHub for beginners

We hope you enjoyed the blog on Git Commands for Beginners.  In part 2 of this series let’s try understanding the basics of GitHub.  Here, we’ll cover key fundamentals:  Creating an account in GitHub Creating repository (repo) & pushing code to the repo Creating branches and making merge requests. Creating an account in GitHub: GitHub […]

Building an AI-based Sound Event Classifier

Building an AI-based Sound Event Classifier

The term Sound Event Classification (SEC), also called Acoustic Event Classification or Audio Event Classification, is the process of acquiring audio signals from an audio source, analysing the acquired signals to detect events that…

Top 6 Reasons to choose FPGA for hardware acceleration of DNN models

Top 6 Reasons to choose FPGA for hardware acceleration of DNN models

The Top 6 reasons eBook gives you a low-down on why engineers are choosing FPGA for high computing tasks in products.

Git commands for Beginners

Git commands for Beginners

Don’t worry if you don’t understand this in a single shot, let’s get some hands-on experience and have fun doing this. First, find below the basic structure one needs to visualize before understanding the concept behind ‘git codes.’ Starting from the Remote Repository, it can be either GitHub (or) GitLab; from there we clone it […]

6 things to get right in Functional Safety Architecture for Automotive Chip Design

6 things to get right in Functional Safety Architecture for Automotive Chip Design

A must-have checklist for every System / SoC architect to arrive at an optimal Functional Safety (FuSa) Architecture for an Automotive chip.

OpenRAN 5G: A Beginner\’s Guide

OpenRAN 5G: A Beginner\’s Guide

Cellular technology has leapfrogged in the past few decades offering users unparalleled access to on the go services and opening up infinite possibilities. The current standard mobile device now has many applications like navigation, web browsing, instant messaging, e-commerce, payment gateways, streaming content etc. to name a few. With current 3G and 4G networks, a […]

Rapid Robot Prototyping with ROS | Webinar Recording

Rapid Robot Prototyping with ROS | Webinar Recording

In this webinar series, you will be introduced to ROS – what it is and what it is not. You will be guided through the world of ROS architecture, its components and tools, so you can get a quick start in this space.

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