Software for Embedded Vision
Vector Databases: Unlock the Potential of Your Data
This blog post was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. In the field of artificial intelligence, vector databases are an emerging database technology that is transforming how we represent and analyze data by using vectors — multi-dimensional numerical arrays — to capture the semantic relationships between data
The Guide to Fine-tuning Stable Diffusion with Your Own Images
This article was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. Have you ever wished you were able to try out a new hairstyle before finally committing to it? How about fulfilling your childhood dream of being a superhero? Maybe having your own digital Funko Pop to use as
“Practical Approaches to DNN Quantization,” a Presentation from Magic Leap
Dwith Chenna, Senior Embedded DSP Engineer for Computer Vision at Magic Leap, presents the “Practical Approaches to DNN Quantization” tutorial at the May 2023 Embedded Vision Summit. Convolutional neural networks, widely used in computer vision tasks, require substantial computation and memory resources, making it challenging to run these models on… “Practical Approaches to DNN Quantization,”
FRAMOS Launches Event-based Vision Sensing (EVS) Development Kit
[Munich, Germany / Ottawa, Canada , 4 October] — FRAMOS launched the FSM-IMX636 Development Kit, an innovative platform allowing developers to explore the capabilities of Event-based Vision Sensing (EVS) technology and test potential benefits of using the technology on NVIDIA® Jetson with the FRAMOS sensor module ecosystem. Built around SONY and PROPHESEE’s cutting-edge EVS technology,
“Optimizing Image Quality and Stereo Depth at the Edge,” a Presentation from John Deere
Travis Davis, Delivery Manager in the Automation and Autonomy Core, and Tarik Loukili, Technical Lead for Automation and Autonomy Applications, both of John Deere, present the “Reinventing Smart Cities with Computer Vision” tutorial at the May 2023 Embedded Vision Summit. John Deere uses machine learning and computer vision (including stereo… “Optimizing Image Quality and Stereo
CircuitSutra Technologies Demonstration of Virtual Prototyping for Pre-silicon Software Development
Umesh Sisodia, President and CEO of CircuitSutra Technologies, demonstrates the company’s latest edge AI and vision technologies and products at the September 2023 Edge AI and Vision Alliance Forum. Specifically, Sisodia demonstrates a virtual prototype of an ARM Cortex-based SoC, developed using SystemC and the CircuitSutra Modelling Library (CSTML). It is able to boot Linux
“Using a Collaborative Network of Distributed Cameras for Object Tracking,” a Presentation from Invision AI
Samuel Örn, Team Lead and Senior Machine Learning and Computer Vision Engineer at Invision AI, presents the “Using a Collaborative Network of Distributed Cameras for Object Tracking” tutorial at the May 2023 Embedded Vision Summit. Using multiple fixed cameras to track objects requires a careful solution design. To enable scaling… “Using a Collaborative Network of
ProHawk Technology Group Overview of AI-enabled Computer Vision Restoration
Brent Willis, Chief Operating Officer of the ProHawk Technology Group, demonstrates the company’s latest edge AI and vision technologies and products at the September 2023 Edge AI and Vision Alliance Forum. Specifically, Willis discusses the company’s AI-enabled computer vision restoration technology. ProHawk’s patented algorithms and technologies enable real-time, pixel-by-pixel video restoration, overcoming virtually all environmental
DeGirum Demonstration of Streaming Edge AI Development and Deployment
Konstantin Kudryavtsev, Vice President of Software Development at DeGirum, demonstrates the company’s latest edge AI and vision technologies and products at the September 2023 Edge AI and Vision Alliance Forum. Specifically, Kudryavtsev demonstrates streaming edge AI development and deployment using the company’s JavaScript and Python SDKs and its cloud platform. On the software front, DeGirum
Cadence Demonstrations of Generative AI and People Tracking at the Edge
Amol Borkar, Director of Product and Marketing for Vision and AI DSPs at Cadence Tensilica, demonstrates the company’s latest edge AI and vision technologies and products at the September 2023 Edge AI and Vision Alliance Forum. Specifically, Borkar demonstrates two applications running on customers’ SoCs, showcasing Cadence’s pervasiveness in AI. The first demonstration is of
From ‘Smart’ to ‘Useful’ Sensors
Can anyone make ‘smart home’ devices useful to consumers? A Calif. startup, Useful Sensors, believes it has the magic potion. What’s at stake? Talk of edge AI, particularly machine learning, has captivated the IoT market. Yet, actual consumer products with local machine learning capabilities, are rare. Who’s ready to pull that off? Will it be
“A Survey of Model Compression Methods,” a Presentation from Instrumental
Rustem Feyzkhanov, Staff Machine Learning Engineer at Instrumental, presents the “Survey of Model Compression Methods” tutorial at the May 2023 Embedded Vision Summit. One of the main challenges when deploying computer vision models to the edge is optimizing the model for speed, memory and energy consumption. In this talk, Feyzkhanov… “A Survey of Model Compression
Unleashing LiDAR’s Potential: A Conversation with Innovusion
This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. The market for LiDAR in automotive applications is expected to reach US$3.9 billion in 2028 from US$169 million in 2022, representing a 69% Compound Annual Growth Rate (CAGR). According to Yole Intelligence’s
The History of AI: How Generative AI Grew from Early Research
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. From how AI started to how it impacts you today, here’s your comprehensive AI primer When you hear Artificial Intelligence (AI): Do you think of the Terminator or Data on “Star Trek: The Next Generation”? While neither
“Reinventing Smart Cities with Computer Vision,” a Presentation from Hayden AI
Vaibhav Ghadiok, Co-founder and CTO of Hayden AI, presents the “Reinventing Smart Cities with Computer Vision” tutorial at the May 2023 Embedded Vision Summit. Hayden AI has developed the first AI-powered data platform for smart and safe city applications such as traffic enforcement, parking and asset management. In this talk,… “Reinventing Smart Cities with Computer
“Learning for 360° Vision,” a Presentation from Google
Yu-Chuan Su, Research Scientist at Google, presents the “Learning for 360° Vision,” tutorial at the May 2023 Embedded Vision Summit. As a core building block of virtual reality (VR) and augmented reality (AR) technology, and with the rapid growth of VR and AR, 360° cameras are becoming more available and… “Learning for 360° Vision,” a
IAR and Edge Impulse to Provide IAR Customers Worldwide with Integrated AI and ML Capabilities
Embedded developers everywhere seek efficient ways to include ML and AI in their workflows. Cutting-edge technologies from Edge Impulse are now integrated with the market-leading developer solution IAR Embedded Workbench. Uppsala Sweden/San Jose, US; September 27, 2023 – IAR, the world leader in software and services for embedded development, today announced a commercial partnership with
“90% of Tech Start-Ups Fail. What the Other 10% Know,” a Presentation from Connected Vision Advisors
Simon Morris, Executive Advisor at Connected Vision Advisors, presents the “90% of Tech Start-Ups Fail. What Do the Other 10% Know?” tutorial at the May 2023 Embedded Vision Summit. Morris is fortunate to have led three tech start-ups with three successful exits. He received a lot of advice along the… “90% of Tech Start-Ups Fail.
