Fundamentals

“Object Detection Models: Balancing Speed, Accuracy and Efficiency,” a Presentation from Union.ai

Algorithms & Models, Edge AI and Vision Alliance, Object Identification, Object Tracking, Software, Summit 2025, Tools, Videos /

Sage Elliott, AI Engineer at Union.ai, presents the “Object Detection Models: Balancing Speed, Accuracy and Efficiency,” tutorial at the May 2025 Embedded Vision Summit. Deep learning has transformed many aspects of computer vision, including object detection, enabling accurate and efficient identification of objects in images and videos. However, choosing the… “Object Detection Models: Balancing Speed, […]

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“Introduction to DNN Training: Fundamentals, Process and Best Practices,” a Presentation from Think Circuits

Algorithms & Models, Edge AI and Vision Alliance, Software, Summit 2025, Tools, Videos /

Kevin Weekly, CEO of Think Circuits, presents the “Introduction to DNN Training: Fundamentals, Process and Best Practices” tutorial at the May 2025 Embedded Vision Summit. Training a model is a crucial step in machine learning, but it can be overwhelming for beginners. In this talk, Weekly provides a comprehensive introduction… “Introduction to DNN Training: Fundamentals,

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“Introduction to Depth Sensing: Technologies, Trade-offs and Applications,” a Presentation from Think Circuits

Edge AI and Vision Alliance, Sensors and Cameras, Summit 2025, Videos /

Chris Sarantos, Independent Consultant with Think Circuits, presents the “Introduction to Depth Sensing: Technologies, Trade-offs and Applications” tutorial at the May 2025 Embedded Vision Summit. Depth sensing is a crucial technology for many applications, including robotics, automotive safety and biometrics. In this talk, Sarantos provides an overview of depth sensing… “Introduction to Depth Sensing: Technologies,

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“Transformer Networks: How They Work and Why They Matter,” a Presentation from Synthpop AI

Algorithms & Models, Edge AI and Vision Alliance, Software, Summit 2025, Tools, Videos /

Rakshit Agrawal, Principal AI Scientist at Synthpop AI, presents the “Transformer Networks: How They Work and Why They Matter” tutorial at the May 2025 Embedded Vision Summit. Transformer neural networks have revolutionized artificial intelligence by introducing an architecture built around self-attention mechanisms. This has enabled unprecedented advances in understanding sequential… “Transformer Networks: How They Work

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“Understanding Human Activity from Visual Data,” a Presentation from Sportlogiq

Algorithms & Models, Edge AI and Vision Alliance, Face Detection, Face Recognition, Object Identification, Object Tracking, Software, Summit 2025, Tools, Videos /

Mehrsan Javan, Chief Technology Officer at Sportlogiq, presents the “Understanding Human Activity from Visual Data” tutorial at the May 2025 Embedded Vision Summit. Activity detection and recognition are crucial tasks in various industries, including surveillance and sports analytics. In this talk, Javan provides an in-depth exploration of human activity understanding,… “Understanding Human Activity from Visual

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“Specifying and Designing Cameras for Computer Vision Applications,” a Presentation from Etron Technology America

Edge AI and Vision Alliance, Sensors and Cameras, Summit 2025, Videos /

Richard Crisp, Vice President and CTO at Etron Technology America, presents the “Specifying and Designing Cameras for Computer Vision Applications” tutorial at the May 2025 Embedded Vision Summit. Designing a camera system requires a deep understanding of the fundamental principles of image formation and the physical characteristics of its components.… “Specifying and Designing Cameras for

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“Introduction to Deep Learning and Visual AI: Fundamentals and Architectures,” a Presentation from eBay

Algorithms & Models, Edge AI and Vision Alliance, Software, Summit 2025, Tools, Videos /

Mohammad Haghighat, Senior Manager for CoreAI at Bay, presents the “Introduction to Deep Learning and Visual AI: Fundamentals and Architectures” tutorial at the May 2025 Embedded Vision Summit. This talk provides a high-level introduction to artificial intelligence and deep learning, covering the basics of machine learning and the key concepts… “Introduction to Deep Learning and

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“Visual Search: Fine-grained Recognition with Embedding Models for the Edge,” a Presentation from Gimlet Labs

Algorithms & Models, Gimlet Labs, Object Identification, Object Tracking, Software, Summit 2025, Tools, Videos /

Omid Azizi, Co-Founder of Gimlet Labs, presents the “Visual Search: Fine-grained Recognition with Embedding Models for the Edge” tutorial at the May 2025 Embedded Vision Summit. In the domain of AI vision, we have seen an explosion of models that can reliably detect objects of various types, from people to… “Visual Search: Fine-grained Recognition with

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“Introduction to Radar and Its Use for Machine Perception,” a Presentation from Cadence

Algorithms & Models, Cadence, Object Identification, Object Tracking, Processors, Sensors and Cameras, Software, Summit 2025, Tools, Videos /

Amol Borkar, Product Marketing Director, and Vencatesh Subramanian, Design Engineering Architect, both of Cadence, co-present the “Introduction to Radar and Its Use for Machine Perception” tutorial at the May 2025 Embedded Vision Summit. Radar is a proven technology with a long history in various market segments and continues to play an increasingly important role in

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“Multi-object Tracking Systems,” a Presentation from Tryolabs

Algorithms & Models, Edge AI and Vision Alliance, Object Identification, Object Tracking, Software, Summit 2024, Tools, Videos /

Javier Berneche, Senior Machine Learning Engineer at Tryolabs, presents the “Multiple Object Tracking Systems” tutorial at the May 2024 Embedded Vision Summit. Object tracking is an essential capability in many computer vision systems, including applications in fields such as traffic control, self-driving vehicles, sports and more. In this talk, Berneche walks through the construction of

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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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