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Incubated @ L-INCUBATOR, Indian Institute of Management Lucknow (IIM-L)
Noida Campus, B-1, Institutional Area,
Sector 62, Noida – 201307 (U.P) India NCR
www.constems-ai.com
Integrated Hardware Systems
Object, Visitors & Staff Behavior Analytics
using Computer Vision, IoT & Machine Learning
2
Customized AI Systems Solutions
Integrated Hardware Systems
Systems Solution
Advantage – Customized Solutions
3
@ Premises & Workforce Management
Visitor & Staff Management
1 Premises Area Management
3Transportation & Logistics Mgmt.
2
18/07/17
Systems Solution
Application of Artificial Intelligence (AI)
18/07/17 4
Machine can use data
from computer vision &
Sensors as per defined
logic – to check
Productivity & Behavior
analytics
Artificial Intelligence
@ Premises
Extraction, analysis and
understanding of useful
information from a
sequence of images –
to monitor any
Computer Vision @
Premises
Media Access Control (Mac
ID) of any mobile device is
an identifier for network
interface – to be tracked for
staff productivity
Sensors, & GPS Tracking
@ Premises
Approach
- Detection
Systems Solution – Human Tracking
Computer Vision enabled IP Camera (Pg. 1 of 4)
Authentication Profiling
- Gender Profiling
- Visitor
- Staff
- Threat
Face Scan
Systems Solution – Human Tracking
Computer Vision enabled IP Camera (Pg. 2 of 4)
Motion Detect
- Time Tracking
- Object Tracking
- Movement Tracking
- Alarms / Alerts
- Mobile Application
- Web-based Dashboard
Area – IIArea – I Area – III
- Face Signature
- Movement
detection
- Time Stamp: 1300Hrs
- Dwell Time: 2mins
- Face Signature
- Movement
detection
- Time Stamp: 1430Hrs
- Dwell Time: 10mins
- Face Signature
- Movement
detection
- Time Stamp:
1530Hrs
- Dwell Time: 5mins
Systems Solution – Human Tracking
Computer Vision enabled IP Camera (Pg. 3 of 4)
Area – IIArea – I Area – III
- Face Signature
- Movement
detection
- Time Stamp: 1300Hrs
- Dwell Time: 2mins
- Face Signature
- Movement
detection
- Time Stamp: 1430Hrs
- Dwell Time: 10mins
- Face Signature
- Movement
detection
- Time Stamp:
1530Hrs
- Dwell Time: 5mins
- Total Activity Time
17mins
Delay Alert
Unauthorized Activity
- Time Tracking
- Object Tracking
- Movement Tracking
- Alarms / Alerts
- Mobile Application
- Web-based Dashboard
Systems Solution – Human Tracking
Computer Vision enabled IP Camera (Pg. 4 of 4)
Systems Solution – Object / Vehicle Tracking
Computer Vision enabled IP Cameras
- Time Tracking
- Object Tracking
- Movement Tracking
- Alarms / Alerts
- Mobile Application
- Web-based Dashboard
Object Detect
Object Identified
- Integrated Staff Login System
- Staff Tracking
- Performance Tracking
Staff Log-in Authorize
- WiFi & BT (Mac ID*) Tracker
- Sensitivity Trackers
- Auto Alarm / Alert Systems
WiFi & BT Sensors
*PS NOTE: Non-intrusive technology solution
- Cloud Based Application
- Integration capabilities
- Mobile App & Web-based UI / UX
Cloud Based Mobile & Web
Systems Solution
360o integration with Mobile & Dashboards
Systems Solution
Centralized Tracking & Escalation System
18/07/17 11
Face Signature Activity Tracker Real-Time Web Dashboards
Systems Solution
Advantages
18/07/17 12
Proprietary Product Technology uses Computer Vision
and AI / Machine Learning
oLow internet bandwidth & data usage
oFace Recognition based Visitor & Staff tracking without
privacy intrusion
oVisitor Density (Heat) maps of the any commercial premises
oIdentify high (density) sensitivity areas Vs. low (density)
sensitivity areas
Systems Solution
Hardware Requirements
18/07/17 13
PS NOTE: 3G Internet connectivity is necessary
Access to existing CCTV IP Cameras
(>2MP)
Deployment of Sensors / Mac ID
trackers
CPU / GPU Hardware & Software
Integration on site
Benefit
- Machine Learning & Artificial Intelligence (AI) help in optimization & control on key KPIs i.e. sales staff productivity,
Retail Assets tracking and maintenance, & shopper profiling
Problem Statement
- What is going on in the premises?
- How’s my staff operating?
- How’s my planogram & merchandise? Who are my
shoppers? Demographics?
Solution (Computer Vision, Machine Learning & IoT based)
- Integrated system to track any retail Premises
- Real-time tracking of Critical issues / incidences
- Alarm escalations in case of non-compliance
- Sales staff tracking (login & logout)
- Shopper profiling & Footfall counting
Systems Solution – Application # 1
Centralized Visitors & Staff Profiling System
18/07/17 14
Problem Statement
- How shall we efficiently manage fleet of Truck
shipments moving from one Factory / Commercial
premises to other?
Solution (Computer Vision, Machine Learning & IoT based)
- Unified system connecting all the factory / retail
premises & Trucks to give holistic view of fleet
movement
- Video & Image based data capturing of Trucks (license
plates & truck structure & driver’s face signature)
entering
Benefit
- Machine Learning & Artificial Intelligence (AI) help in optimization & control on key KPIs i.e. route plans,
time taken to reach destinations, alerts / escalations in case of critical issues etc.
15
Face  Capture  
License  Plate  Capture  
Automatic  
Entry  Barrier
Systems Solution – Application # 2
Transportation & Logistics
Benefit
- Machine Learning & Artificial Intelligence (AI) help in optimization & control on key KPIs i.e. staff
presence, attendance record, no# of devices / products, no# of demos to shoppers 16
Problem Statement
- How to ensure control movement of retail assets in
Retail? How to avoid shrinkage? How to monitor sales
demo / pitch? Product Display Status?
Solution (Computer Vision, Machine Learning & IoT based)
- Video & Image based data capturing and processing
in real-time to check on objects and sales staff
presence and movement of the shop-floor
- Each device tracked through unique Mac ID
- Device and Demo activity tracked in real-time
- Objects Tagging of displayed merchandise
Systems Solution – Application # 3
Retail Asset Tracking & Product Display Status
About us
Artificial Intelligence & Immersive Solutions
18/07/17 17
We are an IIM-L incubated & seed-funded company at Noida (UP), NCR region with
following line of business solutions offerings:
Artificial Intelligence (AI) based Product Solution using Computer Vision, & Machine Learning
Immersive Solutions – Augmented Reality (AR), Virtual Reality (VR), Mixed Reality (MR) & 3D Immersion
www.constems-ai.com
- We are a full stack vertical AI solutions company solving the business and operations
problems in Retail space using computer vision, IoT and machine learning
- We are trying to address the existing market need-gap by providing end-to-end
integrated systems solution in form of: interface hardware, software, data collection
hardware, data aggregation, data quality checks, and KPIs tracking and actionable
critical for business decision making
18
End of Document
Thank You
Contact:
amit.singh@constems-ai.com
amit.srivastava@constems-ai.com
www.constems-ai.com
Integrated Hardware Systems

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Object, Visitors & Staff Behavior Analytics using Computer Vision, IoT & Machine Learning

  • 1. Incubated @ L-INCUBATOR, Indian Institute of Management Lucknow (IIM-L) Noida Campus, B-1, Institutional Area, Sector 62, Noida – 201307 (U.P) India NCR www.constems-ai.com Integrated Hardware Systems
  • 2. Object, Visitors & Staff Behavior Analytics using Computer Vision, IoT & Machine Learning 2 Customized AI Systems Solutions Integrated Hardware Systems
  • 3. Systems Solution Advantage – Customized Solutions 3 @ Premises & Workforce Management Visitor & Staff Management 1 Premises Area Management 3Transportation & Logistics Mgmt. 2 18/07/17
  • 4. Systems Solution Application of Artificial Intelligence (AI) 18/07/17 4 Machine can use data from computer vision & Sensors as per defined logic – to check Productivity & Behavior analytics Artificial Intelligence @ Premises Extraction, analysis and understanding of useful information from a sequence of images – to monitor any Computer Vision @ Premises Media Access Control (Mac ID) of any mobile device is an identifier for network interface – to be tracked for staff productivity Sensors, & GPS Tracking @ Premises
  • 5. Approach - Detection Systems Solution – Human Tracking Computer Vision enabled IP Camera (Pg. 1 of 4)
  • 6. Authentication Profiling - Gender Profiling - Visitor - Staff - Threat Face Scan Systems Solution – Human Tracking Computer Vision enabled IP Camera (Pg. 2 of 4) Motion Detect
  • 7. - Time Tracking - Object Tracking - Movement Tracking - Alarms / Alerts - Mobile Application - Web-based Dashboard Area – IIArea – I Area – III - Face Signature - Movement detection - Time Stamp: 1300Hrs - Dwell Time: 2mins - Face Signature - Movement detection - Time Stamp: 1430Hrs - Dwell Time: 10mins - Face Signature - Movement detection - Time Stamp: 1530Hrs - Dwell Time: 5mins Systems Solution – Human Tracking Computer Vision enabled IP Camera (Pg. 3 of 4)
  • 8. Area – IIArea – I Area – III - Face Signature - Movement detection - Time Stamp: 1300Hrs - Dwell Time: 2mins - Face Signature - Movement detection - Time Stamp: 1430Hrs - Dwell Time: 10mins - Face Signature - Movement detection - Time Stamp: 1530Hrs - Dwell Time: 5mins - Total Activity Time 17mins Delay Alert Unauthorized Activity - Time Tracking - Object Tracking - Movement Tracking - Alarms / Alerts - Mobile Application - Web-based Dashboard Systems Solution – Human Tracking Computer Vision enabled IP Camera (Pg. 4 of 4)
  • 9. Systems Solution – Object / Vehicle Tracking Computer Vision enabled IP Cameras - Time Tracking - Object Tracking - Movement Tracking - Alarms / Alerts - Mobile Application - Web-based Dashboard Object Detect Object Identified
  • 10. - Integrated Staff Login System - Staff Tracking - Performance Tracking Staff Log-in Authorize - WiFi & BT (Mac ID*) Tracker - Sensitivity Trackers - Auto Alarm / Alert Systems WiFi & BT Sensors *PS NOTE: Non-intrusive technology solution - Cloud Based Application - Integration capabilities - Mobile App & Web-based UI / UX Cloud Based Mobile & Web Systems Solution 360o integration with Mobile & Dashboards
  • 11. Systems Solution Centralized Tracking & Escalation System 18/07/17 11 Face Signature Activity Tracker Real-Time Web Dashboards
  • 12. Systems Solution Advantages 18/07/17 12 Proprietary Product Technology uses Computer Vision and AI / Machine Learning oLow internet bandwidth & data usage oFace Recognition based Visitor & Staff tracking without privacy intrusion oVisitor Density (Heat) maps of the any commercial premises oIdentify high (density) sensitivity areas Vs. low (density) sensitivity areas
  • 13. Systems Solution Hardware Requirements 18/07/17 13 PS NOTE: 3G Internet connectivity is necessary Access to existing CCTV IP Cameras (>2MP) Deployment of Sensors / Mac ID trackers CPU / GPU Hardware & Software Integration on site
  • 14. Benefit - Machine Learning & Artificial Intelligence (AI) help in optimization & control on key KPIs i.e. sales staff productivity, Retail Assets tracking and maintenance, & shopper profiling Problem Statement - What is going on in the premises? - How’s my staff operating? - How’s my planogram & merchandise? Who are my shoppers? Demographics? Solution (Computer Vision, Machine Learning & IoT based) - Integrated system to track any retail Premises - Real-time tracking of Critical issues / incidences - Alarm escalations in case of non-compliance - Sales staff tracking (login & logout) - Shopper profiling & Footfall counting Systems Solution – Application # 1 Centralized Visitors & Staff Profiling System 18/07/17 14
  • 15. Problem Statement - How shall we efficiently manage fleet of Truck shipments moving from one Factory / Commercial premises to other? Solution (Computer Vision, Machine Learning & IoT based) - Unified system connecting all the factory / retail premises & Trucks to give holistic view of fleet movement - Video & Image based data capturing of Trucks (license plates & truck structure & driver’s face signature) entering Benefit - Machine Learning & Artificial Intelligence (AI) help in optimization & control on key KPIs i.e. route plans, time taken to reach destinations, alerts / escalations in case of critical issues etc. 15 Face  Capture   License  Plate  Capture   Automatic   Entry  Barrier Systems Solution – Application # 2 Transportation & Logistics
  • 16. Benefit - Machine Learning & Artificial Intelligence (AI) help in optimization & control on key KPIs i.e. staff presence, attendance record, no# of devices / products, no# of demos to shoppers 16 Problem Statement - How to ensure control movement of retail assets in Retail? How to avoid shrinkage? How to monitor sales demo / pitch? Product Display Status? Solution (Computer Vision, Machine Learning & IoT based) - Video & Image based data capturing and processing in real-time to check on objects and sales staff presence and movement of the shop-floor - Each device tracked through unique Mac ID - Device and Demo activity tracked in real-time - Objects Tagging of displayed merchandise Systems Solution – Application # 3 Retail Asset Tracking & Product Display Status
  • 17. About us Artificial Intelligence & Immersive Solutions 18/07/17 17 We are an IIM-L incubated & seed-funded company at Noida (UP), NCR region with following line of business solutions offerings: Artificial Intelligence (AI) based Product Solution using Computer Vision, & Machine Learning Immersive Solutions – Augmented Reality (AR), Virtual Reality (VR), Mixed Reality (MR) & 3D Immersion www.constems-ai.com - We are a full stack vertical AI solutions company solving the business and operations problems in Retail space using computer vision, IoT and machine learning - We are trying to address the existing market need-gap by providing end-to-end integrated systems solution in form of: interface hardware, software, data collection hardware, data aggregation, data quality checks, and KPIs tracking and actionable critical for business decision making
  • 18. 18 End of Document Thank You Contact: amit.singh@constems-ai.com amit.srivastava@constems-ai.com www.constems-ai.com Integrated Hardware Systems