Resources
In-depth information about the edge AI and vision applications, technologies, products, markets and trends.
The content in this section of the website comes from Edge AI and Vision Alliance members and other industry luminaries.
All Resources
“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
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
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
e-con Systems Launches Superior HDR Multi-camera Solution for NVIDIA Jetson Orin to Revolutionize Autonomous Mobility
California & Chennai (Sep 27, 2023): e-con Systems, with over two decades of experience in designing, developing, and manufacturing OEM cameras, has recently launched STURDeCAM31 – a 3MP GMSL2 HDR IP69K camera powered by Sony®
“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
SiP Market Soars on the Wings of Chiplets and Heterogeneous Integration
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 growth of the SiP market is propelled by the trends in
AI and the Road to Full Autonomy in Autonomous Vehicles
The road to fully autonomous vehicles is, by necessity, a long and winding one; systems that implement new technologies that increase the driving level of vehicles (driving levels being discussed further below) must be rigorously
“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
Qualcomm Launches Its Next Generation XR and AR Platforms, Enabling Immersive Experiences and Slimmer Devices
Meta to commercialize both in 2023. Highlights: Snapdragon® XR2 Gen 2 Platform delivers significant performance innovations with 2.5x higher GPU performance and 8x better AI1. Snapdragon AR1 Gen 1 Platform is the first dedicated processor
Technologies
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
“MIPI CSI-2 Image Sensor Interface Standard Features Enable Efficient Embedded Vision Systems,” a Presentation from the MIPI Alliance
Haran Thanigasalam, Camera and Imaging Consultant to the MIPI Alliance, presents the “MIPI CSI-2 Image Sensor Interface Standard Features Enable Efficient Embedded Vision Systems” tutorial at the May 2023 Embedded Vision Summit. As computer vision applications continue to evolve rapidly, there’s a growing need for a smarter standardized interface connecting… “MIPI CSI-2 Image Sensor Interface
Applications
Sony Semiconductor Solutions Concludes Pedestrian Safety Challenge, Announces Winners with tinyML Foundation and The City of San José
Sony Reveals Leopard Imaging, NeurOHM, and King Abdullah University of Science and Technology, as winners of Tech for Good competition in support of the city’s Vision Zero initiatives. SAN JOSÉ, Calif., Oct. 5, 2023 /PRNewswire/ — Today, Sony Semiconductor Solutions America (SSS-A), alongside the tinyML Foundation and The City of San José, announced the final winners
How NVIDIA and e-con Systems are Helping Solve Major Challenges In the Retail Industry
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. e-con Systems has proven expertise in integrating our cameras into the NVIDIA platform, including Jetson Xavier NX / Nano / TX2 NX, Jetson AGX Xavier, Jetson AGX Orin, and NVIDIA Jetson Orin NX / NANO.
“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
Functions
Sony Semiconductor Solutions Concludes Pedestrian Safety Challenge, Announces Winners with tinyML Foundation and The City of San José
Sony Reveals Leopard Imaging, NeurOHM, and King Abdullah University of Science and Technology, as winners of Tech for Good competition in support of the city’s Vision Zero initiatives. SAN JOSÉ, Calif., Oct. 5, 2023 /PRNewswire/ — Today, Sony Semiconductor Solutions America (SSS-A), alongside the tinyML Foundation and The City of San José, announced the final winners
How NVIDIA and e-con Systems are Helping Solve Major Challenges In the Retail Industry
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. e-con Systems has proven expertise in integrating our cameras into the NVIDIA platform, including Jetson Xavier NX / Nano / TX2 NX, Jetson AGX Xavier, Jetson AGX Orin, and NVIDIA Jetson Orin NX / NANO.
“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