AI Based Image Analysis & Analytics Solution-.pdf
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This document describes an AI-based image analysis and analytics software solution. The key features of the solution include using AI and deep learning techniques to analyze video feeds and images for purposes like facial recognition, behavior analysis, intrusion detection, and visitor management. This allows for enhanced security, surveillance, and situational awareness. The solution also includes features like identification of individuals, tracking of suspicious persons, alert generation, and integration with video management systems.
AI Based Image Analysis & Analytics Solution-.pdf
- 1. AI Based Image Analysis and Analytics Software Solution BSS ADVANCE TECHNOLOGIES PRIVATE LIMITED
- 2. AI based image analytics software is an advance tool for implementing intelligent security and surveillance enabling better enforcement of security policies and procedures implemented by the organization. AI Based Image Analysis & Analytics Solution INTRODUCTION Better security and surveillance •Additional information on real time basis. •System alert on instance occurrence. Eliminates human factor •Minimizes chances of human error. •Real time analysis of visual data reduces risk related to human fatigue. Early detection, reporting and corrective actions •Availability of evidence. •Quick deployment of corrective actions, as alert triggers. Collates data for security intelligence •Database of current or former visitors, employees, contractors etc. •Historic logs of visitors, vehicles and blacklisted individuals, enables better preparation. Better enforcement of policies and procedures •Enforcement of access restrictions on class of individuals. •Real time video analysis enables policy enforcements. Automating procedures, reducing overall implementation cost •Reduces the requirement of workforce deployed only for surveillance. •No need to maintain data manually.
- 3. Deep Learning: Deep learning is a machine learning technique that focuses on teaching machines to learn through sample dataset(s). Deep learning methods use neural network architectures, deep learning models are frequently called deep neural networks. Neural Network: Neural network dense layers (or fully connected layers) are the foundation of nearly all neural networks. In any neural network, a dense layer is a layer that is deeply connected with its preceding layer which means the neurons of the layer are connected to every neuron of its preceding layer. This layer is the most commonly used layer in artificial neural network networks. Initial Dataset: Training-40%, Testing-40%, Validation-20% Embedded systems – Integration of processing capabilities and storage enables efficient functioning of overall system & quick response time. Furthermore, it enables pseudo interaction of ML dataset. Kindly note that the dataset shall be updated on a periodic basis. AI Based Image Analysis & Analytics Solution TECHNOLOGY USED
- 4. Facial Recognition Technology is an advanced system that analyzes facial features and patterns to identify individuals. It serves a crucial purpose in defence applications by enhancing security and surveillance operations. Identify Friend & Foe: Matches captured facial images against a database to identify individuals for security purposes. Detect and Track Suspicious Persons: Analyzes real-time video feeds to alert the user about individuals engaging in suspicious activities and track the individual if desired. Prompt Response: Enables security personnel to quickly respond to potential security breaches. Situational Awareness: Enhanced security and situational awareness through accurate identification, movement tracking, and added protection, empowering defence personnel with improved surveillance capabilities. Proactive Threat Prevention: Enables early detection of potential threats, allowing for timely intervention and prevention of security incidents. Streamlined Operations: Automates the identification process, reducing manual efforts and improving operational efficiency. FACIAL RECOGNITION TECHNOLOGY AI Based Image Analysis & Analytics Solution
- 5. AI Based Image Analysis & Analytics Solution HOW IT WORKS? User Servers with embedded AI Database Already equipped Surveillance System Video Feeds
- 6. An intrusion detection system (IDS) module enables the user to identify unauthorized access to the establishment or a restricted area. Practically, user may deploy IDS while creating zone and integrating cameras, in accordance with policies implemented by user’s organization. INTRUSION DETECTION SYSTEM (IDS) AI Based Image Analysis & Analytics Solution
- 7. The system identifies individuals being monitored by the camera(s) and analyzed by deployed solution, based on well structured database created, managed and / or maintained by the user / organization. IDENTIFICATION AI Based Image Analysis & Analytics Solution The system identifies the individuals, based on there identity credentials stored in database. The user may leverage this feature to record, manage and enforce various policies and procedures. Also, it helps in maintain access logs, and / or visitor management. Identification credentials already stored in database: - Current and Former Employees - Consultants - Contractors - Visitors
- 8. Detect anomalies and deviations from normal behavior. Identify suspicious behaviors for further investigation. Predict potential threats based on behavioral patterns. Proactively monitor behaviors for emerging threats. Support investigations and intelligence gathering. Improve security measures based on identified vulnerabilities and threats. Behavioral analysis is the study and interpretation of patterns, actions, and behaviors of individuals or groups to understand their intentions, motivations, and potential threats. Objectives of AI-based Behavioural Analysis in Defence ANOMALY DETECTION AND BEHAVIORAL ANALYSIS AI Based Image Analysis & Analytics Solution
- 9. ADVANTAGES OF AI-BASED BEHAVIORAL ANALYSIS IN DEFENSE Enhanced accuracy and efficiency in detecting anomalies and suspicious behaviours. Real-time monitoring and quick identification of potential threats. Ability to analyse large volumes of data for comprehensive surveillance. Reduction of false positives and improved decision-making. Continuous learning and adaptation to evolving behavioural patterns. Integration with existing security systems for seamless operations. Improved situational awareness and response capabilities. Enhanced intelligence gathering and investigation support. Strengthened overall defence and security posture. AI Based Image Analysis & Analytics Solution
- 10. Visitor Management System (“VMS”) can be used to manage entry and exit of visitors, through pre-stored credentials or obtaining identity credentials. Also, it enables user to manage enforcement of access authorization on the basis of his appointment and / or invitation. VISITOR MANAGEMENT SYSTEM AI Based Image Analysis & Analytics Solution Integration with conventional system for issuing Gate Pass / Entry Pass. Entry access to authorised personnel only in restricted areas. Entry through valid Gate Pass / Entry Pass.
- 11. Based on the identification logs, a user may extract tracking logs of the vehicle, object and individual, which may help in scrutinizing an incident occurred along with photographic evidences1. Also, this can be used to trigger an alarm and launch quick response team, on real time bases to track an object or individual, in case the policies and / or procedure implemented by the user, are violated. Please note that the system can be customized to integrate 3D map of the facility / establishment, in case the 3D layouts are provided by the user in specific formats. 1 Photographic evidence shall be available only for certain period of days, based on storage capacity deployed by the user for back-up and recording purposes. ALERT & TRACKING AI Based Image Analysis & Analytics Solution
- 12. A video management system (VMS) is a software solution that provides centralized control and management of video surveillance footage. It allows users to capture, store, analyse, and retrieve video recordings from multiple cameras, providing enhanced security, efficient storage management, and streamlined video operations. Features and Capabilities of the Video Management System (VMS): Centralized control and management of video surveillance footage. Live view, playback, and recording of video from multiple cameras. Intelligent search and analytics for efficient investigation. Event management and alerts for motion detection and system faults. User access control and permissions for secure video management. Integration with other systems for enhanced security. Scalability and flexibility to accommodate large camera deployments. Remote accessibility for monitoring and control from anywhere. VIDEO MANAGEMENT SYSTEM (VMS) AI Based Image Analysis & Analytics Solution
- 13. AI Based Image Analysis & Analytics Solution BSS Advance Technologies Private Limited BSS Advance Technologies Private Limited (dba Bharat Supply & Support of Advance Technologies), has been incorporated to undertake Research, Design, Develop, Manufacture, Assemble and Test - Advance Next-Generation Technologies and Equipment, adhering Make-in-India initiative. At BSS Advance Technologies, we are driven by a team of progressive thinkers who constantly strive to push beyond the current boundaries. Our founder promoters, directors, and majority shareholders possess rich experience, expertise, and in-depth knowledge in this domain, ensuring that we deliver cutting-edge solutions to our clients. Our team is comprised of technology entrepreneurs, professionals, and experts who are highly sought-after design and integration consultants. We also have specialists in security and automation, complemented by finance and legal professionals who contribute their valuable insights. This diverse team enables us to provide comprehensive and holistic solutions to our clients.
- 14. CONTACT info@bss-at.com +91 124 354 4046 www.bss-at.com 47, Sector 14, Gurugram, Haryana 122 001 †ing Value through Innovations