Risks for cameras without onboard deep learning-based hardware analytics
Data Security
Without onboard analytics, cameras must transmit their video streams to a server for subsequent analysis and storage. This increases the number of points and the volume of data vulnerable to security breaches. Each additional transmission point adds another potential weakness where data can be intercepted or compromised.
Increased Network Load
Server-based analysis requires the transmission of all camera data to a central data processing center. This creates a much greater demand for an expensive, high-bandwidth network infrastructure. The need to handle large volumes of data can strain network resources, leading to potential bottlenecks and increased operational costs.
Higher Costs for Power and Data Processing
In some scenarios, the need to transmit data across the network for centralized processing can be entirely avoided, but in others, the sheer volume of data involved makes centralized processing impractical. Even with advanced compression codecs, the increased number of cameras and higher resolutions exacerbate the issue. Streaming large amounts of video and then analyzing it using server-based GPUs requires significant financial investment. By contrast, when data analysis occurs directly on the camera, the constant streaming of video and the need for an extensive infrastructure are minimized.
Data Transmission and Processing Delays
Real-time scenarios, such as facial recognition for access control or sending immediate alerts, particularly in critical situations, benefit greatly fr om image analysis directly on the camera. When cameras handle processing onboard, they eliminate the delays associated with data transmission to a server and back. This is crucial for applications wh ere immediate response times are essential.
For tasks like tracking objects or individuals over large areas using multiple cameras, the advantages of onboard deep learning-based analytics become clear. These systems benefit from the enhanced computational power available on the cameras, reducing latency and the time required to process video data.
Additionally, some environments may not have critical processes but still require a smooth user experience. For example, in retail POS systems or self-checkout kiosks, any delay in system response can render them practically unusable, especially if internet speeds drop or connectivity is lost. Quick and efficient processing on the camera itself ensures that such systems remain responsive and functional, providing a seamless experience for users.
What's New?
All newsEnhancing Retail Performance with Smart Video Analytics
Enhancing Retail Performance with Smart Video Analytics
TRASSIR unveils AI-Powered Surveillance Innovations at Intersec Saudi Arabia 2024
TRASSIR unveils AI-Powered Surveillance Innovations at Intersec Saudi Arabia 2024
TRASSIR Roadshow in Riyadh: Showcasing Innovative Security Solutions and Strengthening Key Partnerships
TRASSIR Roadshow in Riyadh: Showcasing Innovative Security Solutions and Strengthening Key Partnerships
Upcoming Webinar: Smart Surveillance with TRASSIR – Exploring Camera Features and Applications
Upcoming Webinar: Smart Surveillance with TRASSIR – Exploring Camera Features and Applications
Optimizing Restaurant Operations with TRASSIR's Comprehensive Solutions
Optimizing Restaurant Operations with TRASSIR's Comprehensive Solutions
Introducing the TRASSIR and Suprema Integration: Elevating Security Systems to a New Level
Introducing the TRASSIR and Suprema Integration: Elevating Security Systems to a New Level
How Intelligent Video Analytics Ensures Hotel Security
How Intelligent Video Analytics Ensures Hotel Security
Employee Time Tracking in Retail with TRASSIR
Employee Time Tracking in Retail with TRASSIR
TRASSIR Compatibility with Other Camera Brands: A Smart Way to Save Money
TRASSIR Compatibility with Other Camera Brands: A Smart Way to Save Money
AI-Driven Software: How TRASSIR Stands Out in Video Security
AI-Driven Software: How TRASSIR Stands Out in Video Security
Turkish Webinar: Get Started with TRASSIR: A Comprehensive How-To Series
Turkish Webinar: Get Started with TRASSIR: A Comprehensive How-To Series
Security Systems for Small Businesses - Where to Start
Security Systems for Small Businesses - Where to Start
TRASSIR India secures BIS Certification for CCTV Cameras and Recorders
TRASSIR India secures BIS Certification for CCTV Cameras and Recorders
Join TRASSIR at Traffic InfraTech Expo 2024!
Join TRASSIR at Traffic InfraTech Expo 2024!
Boost the efficiency and safety of your fast-food chain with TRASSIR solutions
Boost the efficiency and safety of your fast-food chain with TRASSIR solutions
MEA Webinar: Elevate the Security Game for your Business with TRASSIR Analytics and Control Systems!
MEA Webinar: Elevate the Security Game for your Business with TRASSIR Analytics and Control Systems!
The role of audio and sound in video surveillance and security
The role of audio and sound in video surveillance and security
TRASSIR VMS/CMS migration to Debian: a new milestone in stability and security
TRASSIR VMS/CMS migration to Debian: a new milestone in stability and security
Meet TRASSIR team at Gitex Global 2024 in October
Meet TRASSIR team at Gitex Global 2024 in October