SlideShare a Scribd company logo
1 of 18
Download to read offline
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

More Related Content

What's hot

11.rfid based automatic shopping cart
11.rfid based automatic shopping cart11.rfid based automatic shopping cart
11.rfid based automatic shopping cartAlexander Decker
 
Intelligent shopping cart
Intelligent shopping cartIntelligent shopping cart
Intelligent shopping cartAshutha K
 
iInside retail brochure: Leading the market in indoor location technologies
iInside retail brochure: Leading the market in indoor location technologiesiInside retail brochure: Leading the market in indoor location technologies
iInside retail brochure: Leading the market in indoor location technologiesKellie Peterson
 
IRJET- Smart Trolley for Guiding Customers in Super Markets using AOT
IRJET-  	  Smart Trolley for Guiding Customers in Super Markets using AOTIRJET-  	  Smart Trolley for Guiding Customers in Super Markets using AOT
IRJET- Smart Trolley for Guiding Customers in Super Markets using AOTIRJET Journal
 
IRJET - An Effective Embedded Smart Shopping Cart using QR Scanning Code
IRJET - An Effective Embedded Smart Shopping Cart using QR Scanning CodeIRJET - An Effective Embedded Smart Shopping Cart using QR Scanning Code
IRJET - An Effective Embedded Smart Shopping Cart using QR Scanning CodeIRJET Journal
 
Shopping and automatic billing using rfid technology
Shopping and automatic billing using rfid technologyShopping and automatic billing using rfid technology
Shopping and automatic billing using rfid technologyIAEME Publication
 
Rfid based shopping trolley project report
Rfid based shopping trolley project reportRfid based shopping trolley project report
Rfid based shopping trolley project reportfuturetechnovation
 
Smart shopping trolley using rfid Leaflet
Smart shopping trolley using rfid Leaflet Smart shopping trolley using rfid Leaflet
Smart shopping trolley using rfid Leaflet Pranav Veerani
 
RFID based smart shopping cart and billing system
RFID based smart shopping cart and billing systemRFID based smart shopping cart and billing system
RFID based smart shopping cart and billing systemlaharipothula
 
Personal shopping assistant
Personal shopping assistantPersonal shopping assistant
Personal shopping assistantKarthik Mohan
 
Parking system company
Parking system companyParking system company
Parking system companyAamir Abbas
 
Showroom Customer Intelligence IOT Enablement
Showroom Customer Intelligence IOT EnablementShowroom Customer Intelligence IOT Enablement
Showroom Customer Intelligence IOT EnablementStephen Sum
 
Democratizing Business Processes with Android-based Mobile Devices
Democratizing Business Processes with Android-based Mobile DevicesDemocratizing Business Processes with Android-based Mobile Devices
Democratizing Business Processes with Android-based Mobile DevicesScandit
 
Smart shopping trolley using rfid and remote controlling
Smart shopping trolley using rfid and remote controllingSmart shopping trolley using rfid and remote controlling
Smart shopping trolley using rfid and remote controllingPranav Veerani
 
Intelligent Billing Using Electronic Trolley for Mega Malls Paper
Intelligent Billing Using Electronic Trolley for Mega Malls PaperIntelligent Billing Using Electronic Trolley for Mega Malls Paper
Intelligent Billing Using Electronic Trolley for Mega Malls PaperRUTURAJ SHETE
 
IRJET- Smart Caddie: The IoT Enabled Smart Shopping Cart
IRJET- Smart Caddie: The IoT Enabled Smart Shopping CartIRJET- Smart Caddie: The IoT Enabled Smart Shopping Cart
IRJET- Smart Caddie: The IoT Enabled Smart Shopping CartIRJET Journal
 

What's hot (20)

Smart shopping system
Smart shopping systemSmart shopping system
Smart shopping system
 
11.rfid based automatic shopping cart
11.rfid based automatic shopping cart11.rfid based automatic shopping cart
11.rfid based automatic shopping cart
 
Intelligent shopping cart
Intelligent shopping cartIntelligent shopping cart
Intelligent shopping cart
 
iInside retail brochure: Leading the market in indoor location technologies
iInside retail brochure: Leading the market in indoor location technologiesiInside retail brochure: Leading the market in indoor location technologies
iInside retail brochure: Leading the market in indoor location technologies
 
smart shopping card
smart shopping cardsmart shopping card
smart shopping card
 
IRJET- Smart Trolley for Guiding Customers in Super Markets using AOT
IRJET-  	  Smart Trolley for Guiding Customers in Super Markets using AOTIRJET-  	  Smart Trolley for Guiding Customers in Super Markets using AOT
IRJET- Smart Trolley for Guiding Customers in Super Markets using AOT
 
IRJET - An Effective Embedded Smart Shopping Cart using QR Scanning Code
IRJET - An Effective Embedded Smart Shopping Cart using QR Scanning CodeIRJET - An Effective Embedded Smart Shopping Cart using QR Scanning Code
IRJET - An Effective Embedded Smart Shopping Cart using QR Scanning Code
 
Shopping and automatic billing using rfid technology
Shopping and automatic billing using rfid technologyShopping and automatic billing using rfid technology
Shopping and automatic billing using rfid technology
 
Rfid based shopping trolley project report
Rfid based shopping trolley project reportRfid based shopping trolley project report
Rfid based shopping trolley project report
 
Smart shopping trolley using rfid Leaflet
Smart shopping trolley using rfid Leaflet Smart shopping trolley using rfid Leaflet
Smart shopping trolley using rfid Leaflet
 
RFID based smart shopping cart and billing system
RFID based smart shopping cart and billing systemRFID based smart shopping cart and billing system
RFID based smart shopping cart and billing system
 
report
reportreport
report
 
Personal shopping assistant
Personal shopping assistantPersonal shopping assistant
Personal shopping assistant
 
Parking system company
Parking system companyParking system company
Parking system company
 
Showroom Customer Intelligence IOT Enablement
Showroom Customer Intelligence IOT EnablementShowroom Customer Intelligence IOT Enablement
Showroom Customer Intelligence IOT Enablement
 
Democratizing Business Processes with Android-based Mobile Devices
Democratizing Business Processes with Android-based Mobile DevicesDemocratizing Business Processes with Android-based Mobile Devices
Democratizing Business Processes with Android-based Mobile Devices
 
Smart shopping trolley using rfid and remote controlling
Smart shopping trolley using rfid and remote controllingSmart shopping trolley using rfid and remote controlling
Smart shopping trolley using rfid and remote controlling
 
Intelligent Billing Using Electronic Trolley for Mega Malls Paper
Intelligent Billing Using Electronic Trolley for Mega Malls PaperIntelligent Billing Using Electronic Trolley for Mega Malls Paper
Intelligent Billing Using Electronic Trolley for Mega Malls Paper
 
Smart shopping cart (using RFID)
Smart shopping cart (using RFID)Smart shopping cart (using RFID)
Smart shopping cart (using RFID)
 
IRJET- Smart Caddie: The IoT Enabled Smart Shopping Cart
IRJET- Smart Caddie: The IoT Enabled Smart Shopping CartIRJET- Smart Caddie: The IoT Enabled Smart Shopping Cart
IRJET- Smart Caddie: The IoT Enabled Smart Shopping Cart
 

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

Company Profile - Fourth Prime Solutions Pvt. Ltd.
Company Profile - Fourth Prime Solutions Pvt. Ltd.Company Profile - Fourth Prime Solutions Pvt. Ltd.
Company Profile - Fourth Prime Solutions Pvt. Ltd.Vineet M Srivastav
 
EasyonPAD One pagers all verticals en 2016 print
EasyonPAD One pagers all verticals en 2016 printEasyonPAD One pagers all verticals en 2016 print
EasyonPAD One pagers all verticals en 2016 printFrancis Ortiz Ocaña
 
HUKO ISTITUTIONAL RETAIL CHAINS PRESENTATIONS EN(No Video Version)
HUKO ISTITUTIONAL RETAIL CHAINS  PRESENTATIONS EN(No Video Version)HUKO ISTITUTIONAL RETAIL CHAINS  PRESENTATIONS EN(No Video Version)
HUKO ISTITUTIONAL RETAIL CHAINS PRESENTATIONS EN(No Video Version)Kevin (Shuo) Liu
 
AMTech Presentation en-simple
AMTech Presentation en-simpleAMTech Presentation en-simple
AMTech Presentation en-simpleCarlos Arteaga
 
IRJET - Innovative Cart for Smart Shopping
IRJET -  	  Innovative Cart for Smart ShoppingIRJET -  	  Innovative Cart for Smart Shopping
IRJET - Innovative Cart for Smart ShoppingIRJET Journal
 
Io t platform-infotech_arpanpal
Io t platform-infotech_arpanpalIo t platform-infotech_arpanpal
Io t platform-infotech_arpanpalArpan Pal
 
Creativehead Technology Company Profile
Creativehead Technology Company ProfileCreativehead Technology Company Profile
Creativehead Technology Company ProfileDenny Charter
 
Augmented and Virtual Reality applied in Industry 4.0
Augmented and Virtual Reality applied in Industry 4.0Augmented and Virtual Reality applied in Industry 4.0
Augmented and Virtual Reality applied in Industry 4.0IGS
 
Sunsmart Global Profile - General - NBFSI
Sunsmart Global Profile - General - NBFSISunsmart Global Profile - General - NBFSI
Sunsmart Global Profile - General - NBFSISundar Rajan
 
DE - Smart Parking System.pptx
DE - Smart Parking System.pptxDE - Smart Parking System.pptx
DE - Smart Parking System.pptxBhavikSanghar
 
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing SECURAWorld
 
IRJET-Artificial Intelligence and its Applications Goal
IRJET-Artificial Intelligence and its Applications GoalIRJET-Artificial Intelligence and its Applications Goal
IRJET-Artificial Intelligence and its Applications GoalIRJET Journal
 
Analytics as-a-service-io t-asia-arpanpal
Analytics as-a-service-io t-asia-arpanpalAnalytics as-a-service-io t-asia-arpanpal
Analytics as-a-service-io t-asia-arpanpalArpan Pal
 
MechaTronix + Online Selling Process
MechaTronix + Online Selling ProcessMechaTronix + Online Selling Process
MechaTronix + Online Selling ProcessSaad Hussain
 
IRJET- Vehicle Detection and Tracking System IoT based: A Review
IRJET- Vehicle Detection and Tracking System IoT based: A ReviewIRJET- Vehicle Detection and Tracking System IoT based: A Review
IRJET- Vehicle Detection and Tracking System IoT based: A ReviewIRJET Journal
 

Similar to Object, Visitors & Staff Behavior Analytics using Computer Vision, IoT & Machine Learning (20)

IoT Products
IoT Products IoT Products
IoT Products
 
Company Profile - Fourth Prime Solutions Pvt. Ltd.
Company Profile - Fourth Prime Solutions Pvt. Ltd.Company Profile - Fourth Prime Solutions Pvt. Ltd.
Company Profile - Fourth Prime Solutions Pvt. Ltd.
 
EasyonPAD One pagers all verticals en 2016 print
EasyonPAD One pagers all verticals en 2016 printEasyonPAD One pagers all verticals en 2016 print
EasyonPAD One pagers all verticals en 2016 print
 
HUKO ISTITUTIONAL RETAIL CHAINS PRESENTATIONS EN(No Video Version)
HUKO ISTITUTIONAL RETAIL CHAINS  PRESENTATIONS EN(No Video Version)HUKO ISTITUTIONAL RETAIL CHAINS  PRESENTATIONS EN(No Video Version)
HUKO ISTITUTIONAL RETAIL CHAINS PRESENTATIONS EN(No Video Version)
 
AMTech Presentation en-simple
AMTech Presentation en-simpleAMTech Presentation en-simple
AMTech Presentation en-simple
 
FleetLytics - UniGPS Fleet Management Platform
FleetLytics - UniGPS Fleet Management PlatformFleetLytics - UniGPS Fleet Management Platform
FleetLytics - UniGPS Fleet Management Platform
 
IRJET - Innovative Cart for Smart Shopping
IRJET -  	  Innovative Cart for Smart ShoppingIRJET -  	  Innovative Cart for Smart Shopping
IRJET - Innovative Cart for Smart Shopping
 
Io t platform-infotech_arpanpal
Io t platform-infotech_arpanpalIo t platform-infotech_arpanpal
Io t platform-infotech_arpanpal
 
Creativehead Technology Company Profile
Creativehead Technology Company ProfileCreativehead Technology Company Profile
Creativehead Technology Company Profile
 
Augmented and Virtual Reality applied in Industry 4.0
Augmented and Virtual Reality applied in Industry 4.0Augmented and Virtual Reality applied in Industry 4.0
Augmented and Virtual Reality applied in Industry 4.0
 
Intelligence of things consumer 2.0
Intelligence of things   consumer 2.0Intelligence of things   consumer 2.0
Intelligence of things consumer 2.0
 
Sunsmart Global Profile - General - NBFSI
Sunsmart Global Profile - General - NBFSISunsmart Global Profile - General - NBFSI
Sunsmart Global Profile - General - NBFSI
 
DE - Smart Parking System.pptx
DE - Smart Parking System.pptxDE - Smart Parking System.pptx
DE - Smart Parking System.pptx
 
2020 Smart Factory Solution
2020 Smart Factory Solution2020 Smart Factory Solution
2020 Smart Factory Solution
 
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
 
IRJET-Artificial Intelligence and its Applications Goal
IRJET-Artificial Intelligence and its Applications GoalIRJET-Artificial Intelligence and its Applications Goal
IRJET-Artificial Intelligence and its Applications Goal
 
Analytics as-a-service-io t-asia-arpanpal
Analytics as-a-service-io t-asia-arpanpalAnalytics as-a-service-io t-asia-arpanpal
Analytics as-a-service-io t-asia-arpanpal
 
MechaTronix + Online Selling Process
MechaTronix + Online Selling ProcessMechaTronix + Online Selling Process
MechaTronix + Online Selling Process
 
Ai 13 oct-18
Ai 13 oct-18Ai 13 oct-18
Ai 13 oct-18
 
IRJET- Vehicle Detection and Tracking System IoT based: A Review
IRJET- Vehicle Detection and Tracking System IoT based: A ReviewIRJET- Vehicle Detection and Tracking System IoT based: A Review
IRJET- Vehicle Detection and Tracking System IoT based: A Review
 

Recently uploaded

How to Check CNIC Information Online with Pakdata cf
How to Check CNIC Information Online with Pakdata cfHow to Check CNIC Information Online with Pakdata cf
How to Check CNIC Information Online with Pakdata cfdanishmna97
 
JohnPollard-hybrid-app-RailsConf2024.pptx
JohnPollard-hybrid-app-RailsConf2024.pptxJohnPollard-hybrid-app-RailsConf2024.pptx
JohnPollard-hybrid-app-RailsConf2024.pptxJohnPollard37
 
Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...
Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...
Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...panagenda
 
Top 10 CodeIgniter Development Companies
Top 10 CodeIgniter Development CompaniesTop 10 CodeIgniter Development Companies
Top 10 CodeIgniter Development CompaniesTopCSSGallery
 
How we scaled to 80K users by doing nothing!.pdf
How we scaled to 80K users by doing nothing!.pdfHow we scaled to 80K users by doing nothing!.pdf
How we scaled to 80K users by doing nothing!.pdfSrushith Repakula
 
Design Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptxDesign Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptxFIDO Alliance
 
Google I/O Extended 2024 Warsaw
Google I/O Extended 2024 WarsawGoogle I/O Extended 2024 Warsaw
Google I/O Extended 2024 WarsawGDSC PJATK
 
Cyber Insurance - RalphGilot - Embry-Riddle Aeronautical University.pptx
Cyber Insurance - RalphGilot - Embry-Riddle Aeronautical University.pptxCyber Insurance - RalphGilot - Embry-Riddle Aeronautical University.pptx
Cyber Insurance - RalphGilot - Embry-Riddle Aeronautical University.pptxMasterG
 
TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...
TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...
TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...marcuskenyatta275
 
2024 May Patch Tuesday
2024 May Patch Tuesday2024 May Patch Tuesday
2024 May Patch TuesdayIvanti
 
Introduction to FIDO Authentication and Passkeys.pptx
Introduction to FIDO Authentication and Passkeys.pptxIntroduction to FIDO Authentication and Passkeys.pptx
Introduction to FIDO Authentication and Passkeys.pptxFIDO Alliance
 
Easier, Faster, and More Powerful – Notes Document Properties Reimagined
Easier, Faster, and More Powerful – Notes Document Properties ReimaginedEasier, Faster, and More Powerful – Notes Document Properties Reimagined
Easier, Faster, and More Powerful – Notes Document Properties Reimaginedpanagenda
 
The Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightThe Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightSafe Software
 
ERP Contender Series: Acumatica vs. Sage Intacct
ERP Contender Series: Acumatica vs. Sage IntacctERP Contender Series: Acumatica vs. Sage Intacct
ERP Contender Series: Acumatica vs. Sage IntacctBrainSell Technologies
 
Observability Concepts EVERY Developer Should Know (DevOpsDays Seattle)
Observability Concepts EVERY Developer Should Know (DevOpsDays Seattle)Observability Concepts EVERY Developer Should Know (DevOpsDays Seattle)
Observability Concepts EVERY Developer Should Know (DevOpsDays Seattle)Paige Cruz
 
WebAssembly is Key to Better LLM Performance
WebAssembly is Key to Better LLM PerformanceWebAssembly is Key to Better LLM Performance
WebAssembly is Key to Better LLM PerformanceSamy Fodil
 
Vector Search @ sw2con for slideshare.pptx
Vector Search @ sw2con for slideshare.pptxVector Search @ sw2con for slideshare.pptx
Vector Search @ sw2con for slideshare.pptxjbellis
 
UiPath manufacturing technology benefits and AI overview
UiPath manufacturing technology benefits and AI overviewUiPath manufacturing technology benefits and AI overview
UiPath manufacturing technology benefits and AI overviewDianaGray10
 
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)Samir Dash
 

Recently uploaded (20)

Overview of Hyperledger Foundation
Overview of Hyperledger FoundationOverview of Hyperledger Foundation
Overview of Hyperledger Foundation
 
How to Check CNIC Information Online with Pakdata cf
How to Check CNIC Information Online with Pakdata cfHow to Check CNIC Information Online with Pakdata cf
How to Check CNIC Information Online with Pakdata cf
 
JohnPollard-hybrid-app-RailsConf2024.pptx
JohnPollard-hybrid-app-RailsConf2024.pptxJohnPollard-hybrid-app-RailsConf2024.pptx
JohnPollard-hybrid-app-RailsConf2024.pptx
 
Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...
Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...
Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...
 
Top 10 CodeIgniter Development Companies
Top 10 CodeIgniter Development CompaniesTop 10 CodeIgniter Development Companies
Top 10 CodeIgniter Development Companies
 
How we scaled to 80K users by doing nothing!.pdf
How we scaled to 80K users by doing nothing!.pdfHow we scaled to 80K users by doing nothing!.pdf
How we scaled to 80K users by doing nothing!.pdf
 
Design Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptxDesign Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptx
 
Google I/O Extended 2024 Warsaw
Google I/O Extended 2024 WarsawGoogle I/O Extended 2024 Warsaw
Google I/O Extended 2024 Warsaw
 
Cyber Insurance - RalphGilot - Embry-Riddle Aeronautical University.pptx
Cyber Insurance - RalphGilot - Embry-Riddle Aeronautical University.pptxCyber Insurance - RalphGilot - Embry-Riddle Aeronautical University.pptx
Cyber Insurance - RalphGilot - Embry-Riddle Aeronautical University.pptx
 
TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...
TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...
TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...
 
2024 May Patch Tuesday
2024 May Patch Tuesday2024 May Patch Tuesday
2024 May Patch Tuesday
 
Introduction to FIDO Authentication and Passkeys.pptx
Introduction to FIDO Authentication and Passkeys.pptxIntroduction to FIDO Authentication and Passkeys.pptx
Introduction to FIDO Authentication and Passkeys.pptx
 
Easier, Faster, and More Powerful – Notes Document Properties Reimagined
Easier, Faster, and More Powerful – Notes Document Properties ReimaginedEasier, Faster, and More Powerful – Notes Document Properties Reimagined
Easier, Faster, and More Powerful – Notes Document Properties Reimagined
 
The Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightThe Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and Insight
 
ERP Contender Series: Acumatica vs. Sage Intacct
ERP Contender Series: Acumatica vs. Sage IntacctERP Contender Series: Acumatica vs. Sage Intacct
ERP Contender Series: Acumatica vs. Sage Intacct
 
Observability Concepts EVERY Developer Should Know (DevOpsDays Seattle)
Observability Concepts EVERY Developer Should Know (DevOpsDays Seattle)Observability Concepts EVERY Developer Should Know (DevOpsDays Seattle)
Observability Concepts EVERY Developer Should Know (DevOpsDays Seattle)
 
WebAssembly is Key to Better LLM Performance
WebAssembly is Key to Better LLM PerformanceWebAssembly is Key to Better LLM Performance
WebAssembly is Key to Better LLM Performance
 
Vector Search @ sw2con for slideshare.pptx
Vector Search @ sw2con for slideshare.pptxVector Search @ sw2con for slideshare.pptx
Vector Search @ sw2con for slideshare.pptx
 
UiPath manufacturing technology benefits and AI overview
UiPath manufacturing technology benefits and AI overviewUiPath manufacturing technology benefits and AI overview
UiPath manufacturing technology benefits and AI overview
 
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
 

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