Скачать или смотреть Deploying AI Object Detection, Target Tracking, and Computational Imaging on Embedded Processors

Art Stout, Director of Product Management at Teledyne FLIR, discusses how the rapid advances in AI (deep learning) techniques for digital vision-based perception and computational imaging for image quality gains has converged with the rapid advances in mobile processors and device support that brings very large compute power to the edge.

This convergence is creating opportunities for electro optical systems to become intelligent at the edge and eliminate issues with latency, compression artifacts, datalink bandwidth, thermal management, and system complexity.

We describe the state of the art in embedded processors and the integration of Teledyne FLIR’s Prism™ thermal and multispectral image signal processing and object detector and tracking libraries on to today’s most widely deployed embedded platforms.

💻Meet the Prism Digital Ecosystem: https://www.flir.com/oem/prism-ai-isp/
📑Download Whitepaper: https://www.flir.com/discover/cores-c...

🔹CHAPTERS🔹
0:00 - Intro
0:15 - Challenges and Solutions
4:21 - Teledyne FLIR Digital Products Ecosystem
6:07 - Evolution of CNNs & Introduction to Pelee
7:14 - Pelee vs. YOLO (You Only Look Once) Networks
8:51 - Backbone Resources
9:07 - Pelee Backbone-based Model Performance
9:39 - Prism Software and Supported Processors
10:23 - Rapid Development of Embedded Processors
11:20 - QCS 8550 Processor Cores
11:46 - Distibuted Compute
12:52 - Signal Processing Flow
13:32 - Annotated Thermal and RGB Datasets
14:28 - Super Resolution & Denoise | Prism ISP
15:01 - Atmospheric Turbulence Mitigation | Prism ISP
15:08 - Electronic Stablization | Prism ISP
15:16 - Local Contrast Enhancement | Prism ISP
15:27 - Automotive Autonomy & AEB (Automatic Emergency Braking) | Prism AI
15:45 - Air to Ground Surveillance for Payloads and Gimbals | Prism AI
15:59 - Counter UAS (Unmanned Aerial Systems) | Prism AI
16:21 - Ground ISR (Intelligence, Surveillance and Reconnaissance) | Prism AI
17:21 - Super Resolution Overview & Impact on MTF

🔹TELEDYNE FLIR OEM🔹
Teledyne FLIR OEM is the premier partner for advanced infrared (IR) sensing solutions, offering a fully integrated ecosystem that combines cutting-edge thermal hardware and AI-driven decision support software. As the world's largest volume manufacturer of ITAR-free IR sensors and modules, we deliver thousands of IR modules daily for defense, professional, automotive, and uncrewed applications. A robust and mature supply chain, backed by 25 years of experience as a merchant supplier, ensures predictable, volume production and delivery. True vertical integration allows us to support developers at any level, from sensor to optic to complete system, ensuring quality, value, performance, and reliability all from the lowest-risk IR supply chain partner.

Our innovative hardware stack includes ROICs and detectors to NDAA-compliant midwave IR (MWIR) and longwave IR (LWIR) thermal camera modules and continuous zoom (CZ) lenses. Our end-to-end computational imaging platform delivers fully integrated image processing and AI capabilities at the edge on low-power processors. As a flexible development partner, we offer custom solutions for defense programs using COTS building blocks, supported by industry-recognized technical experts and a qualified application engineering team. With 30 years as an ISO-certified manufacturer delivering ASIL-B automotive and military-qualified systems, Teledyne FLIR OEM exceeds quality commitments on time and at scale.

🔹DISCOVER MORE https://www.flir.com/oem

#teledyne #FLIR #thermalimaging #thermalcamera #infrared #defense #military #technology #techinnovation #AI #artificialintellgence #OEM #LWIR #MWIR #SPIE #SPIEDCS #washingtondc #qualcomm #nvidia