Digica

Effortless Edge Deployment of AI Models with Digica’s AI SDK (Featuring ExecuTorch)

Algorithms, Blog Posts, Digica, Face Detection, Face Recognition, Software, Tools /

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. Deploying AI models on mobile and embedded devices is a challenge that goes far beyond just converting a trained model. While frameworks like PyTorch offer a streamlined way to develop deep learning models, efficiently deploying them on […]

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Digica Collaborates with Toradex to Enhance Interactive Robotics with AI-driven Object Recognition on Torizon

Digica, News, Object Identification, Robotics /

March 7, 2025 – Digica, a leader in AI-driven solutions, is excited to announce its collaboration with Toradex to develop an advanced robotics system featuring real-time object recognition and dynamic change of user interface display. This collaboration integrates cutting-edge computer vision technology with interactive robotics, pushing the boundaries of human-machine interaction. Toradex, a leading provider

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The Intersection of AI and Human Expertise: How Custom Solutions Enhance Collaboration

Algorithms, Blog Posts, Digica, Software, Tools /

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. Artificial Intelligence-based solutions have become increasingly prevalent, transforming industries, businesses, and daily life. However, rather than completely replacing human expertise, the most effective approach lies in creating a synergy between human knowledge, experience and intuition alongside AI’s

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How to Keep Up with Artificial Intelligence: Navigating the Fast-paced World of AI

Blog Posts, Digica /

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. Artificial intelligence is one of the fastest-growing scientific fields ever, with an explosive rate of development that is reflected in both research and real-world applications. For example, the number of AI patents granted annually skyrocketed from just

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10 Common Mistakes in Data Science Projects and How to Avoid Them

Algorithms, Blog Posts, Digica, Software, Tools /

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. While Data Science is an established and highly esteemed profession with strong foundations in science, it is important to remember that it is still a craft and, as such, it is susceptible to errors coming from processes

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The Future of AI in Business: Trends to Watch

Algorithms, Blog Posts, Digica, Multimodal, Software, Tools /

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. In a world increasingly shaped by the rapid evolution of artificial intelligence, 2024 stands as another momentous year, with advancements that continue to reshape how we live, work, and imagine our future. From the rapid acceleration in

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Harnessing the Power of LLM Models on Arm CPUs for Edge Devices

Algorithms, Arm, Blog Posts, Digica, Multimodal, Processors, Software, Tools /

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. In recent years, the field of machine learning has witnessed significant advancements, particularly with the development of Large Language Models (LLMs) and image generation models. Traditionally, these models have relied on powerful cloud-based infrastructures to deliver impressive

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Federated Learning: Risks and Challenges

Algorithms, Blog Posts, Digica, Software, Tools /

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. In the first article of our mini-series on Federated Learning (FL), Privacy-First AI: Exploring Federated Learning, we introduced the basic concepts behind the decentralized training approach, and we also presented potential applications in certain domains. Undoubtedly, FL

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Computer Vision and AI at the Edge with a Thermal Camera Provider and a Toy Manufacturer

Aerospace and Defense, Algorithms, Blog Posts, Digica, Industrial Vision (Computer Vision), Object Identification, Object Tracking, Software, Tools /

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. As the pace of artificial intelligence innovation accelerates, we’re seeing AI and computer vision go from science fiction tropes to enabling highly efficient and compelling applications. This integration is particularly potent at the edge, where devices locally

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Privacy-first AI: Exploring Federated Learning

Algorithms, Blog Posts, Digica, Privacy, Software, Tools /

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. Over the last year we could witness an unprecedented surge in the research and deployment of new leading-edge machine learning models. Although these have already proven themselves to offer useful applications, the gains usually come at the

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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