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AI Video Enhancement: Implications on Forensic Validity
AI Video Enhancement: Implications on Forensic Validity
Artificial intelligence (AI) has revolutionized the way cameras process and enhance images, raising concerns about forensic authenticity. As AI-driven enhancements become commonplace in forensic science, surveillance, and security applications, a critical question arises: does introducing AI-powered algorithms to video footage compromise its evidentiary integrity? The answer lies in understanding the distinction between the broad range…
Avi Baum
March 30, 2025
Generative AI
Video Enhancement

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Edge AI Box
Edge AI Device
Security
Smart Retail
Surveillance
AI Video Analytics: A Cost-effective Edge Device for Small Businesses – an Achievable Challenge
Video Management Software (VMS) solutions are available in the market for more than a decade and some surveillance vendors are offering…
Hailo Team
June 16, 2022
Smart City
Smart Transportation
Surveillance
Traffic Monitoring
Powerful Edge AI to Boost Intelligent Traffic Monitoring
Whether in the city or outside of it, current traffic monitoring solutions have significant challenges in dealing with increasingly common…
Hailo Team
February 14, 2022
AI Hardware
AI Software
Developer
Edge AI Developer
Edge AI Device
How Software Can Streamline Edge AI Developer Experience
When looking at the challenges facing mass AI adoption, infrastructure and integration are among their most important aspects. They were…
Hailo Team
January 12, 2022
AI Hardware
AI Software
Automotive
Edge AI Device
5 Questions on the Edge (AI) with Hailo CBO Hadar Zeitlin
It is very exciting to see the increasing adoption of AI in edge applications in recent years and how the ecosystem is being built to…
Hailo Team
December 22, 2021
Edge AI Device
Intelligent Camera
Security
Smart Retail
Surveillance
Intelligent Video Analytics: A New Generation of Video Analytics Enabled by Powerful Edge AI
Intelligent Video Analytics (IVA) have penetrated many applications across industry verticals. Starting from on-premises server-based…
Hailo Team
December 9, 2021
Automotive
Edge AI Developer
Edge AI Device
Industry 4.0
Intelligent Camera
Smart Transportation
Surveillance
Play to Win: How Hailo and NXP Create Efficient Embedded AI Solutions
 A good partnership is all about the added value. It highlights the strengths of each party, compensates for the weaker points and…
Hailo Team
November 18, 2021
ADAS
AI Benchmarks
AI Hardware
Automotive
Object Detection
Pairing Sensing with AI for Efficient ADAS
Sensor and sensing capabilities are common and expanding in modern vehicles. One of the major motivators for this is safety or, more…
Hailo Team
October 27, 2021
AI Software
Edge AI Device
Intelligent Camera
Power Efficiency
Surveillance
5 Questions on the Edge (AI) with Hailo CEO Orr Danon
Where do you see high-performance Edge AI making the most impact? Automotive autonomy and driver assistance (ADAS) immediately comes to…
Hailo Team
September 22, 2021
AI Software
Edge AI Developer
Edge AI Device
Object Detection
TAPPAS
Customer Case Study: Developing a High-Performance Application on an Embedded Edge AI Device
One of the challenges in building embedded AI applications is taking it from machine learning research environment all the way to a full…
Hailo Team
September 1, 2021
AI Software
Edge AI Developer
ML Deep Dive
Edge ML Deep Dive: Why You Should Use Tiles in Squeeze-and-Excite Operations
This blog post presents the Tiled Squeeze-and-Excite (TSE) – a method designed to improve the deployment efficiency of the…
Hailo Team
August 11, 2021
AI Software
Edge AI Developer
TAPPAS
How an Open Model Zoo Can Boost Your Edge AI System Development
Edge AI system development has been propelled forward by the exciting emergence of new purpose-built processing architectures that empower…
Hailo Team
July 20, 2021
AI Hardware
Edge AI Device
Intelligent Camera
Smart Retail
Smart Retail on the Edge: Why Powerful Intelligent Vision is the Future of Brick & Mortar Stores
Brick-and-mortar retail has been facing tough competition from eCommerce, with the COVID-19 tailwind reinforcing the growing transition from…
Hailo Team
July 1, 2021
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