New AI Tasks
Draft

Use-Cases Release 12 (April-May)

New AI Use-cases & CV Developments☄️☄️
1. Person Entry/Exit from Specific Door
2. Machine Downtime Detection- Motion Based
3. Package Count on Conveyor
4. Staff Using Mobile Phone
5. Customer Dwell Time
6. Staff Grouping Detection
7.  Person Count on Table
8. Vehicle Tailgating
9.  Customer Greeting Ethics
10. Customer Walk-In Count (With Inclusion & Exclusion of Color)
11.  ANPR Introduction in Vehicle Wait Time 
12.  FPS Drop Down Alerts
13.  Table Occupancy Exceeded allowable number
14.  Vehicle Count Crossing Line/ROI at specific Intervals
15.  Parking Occupancy Detection
16.  Vehicle Count More than ‘x’ Vehicle in ROI

Fixes/Improvisations ✔️

1.  Table Occupancy Alerts
2.  Staff Member Not Seen Within ‘x’ seconds of Vehicle Arrival- False Results
3.  Customer Wait Time Exceed/ Delivery Agent Wait Time Exceed- Wait Time Mismatch issue
4.  Customer Standing Staff Member Not Present- Wrong Timelapse length
5.  Gas Stove On but person not available- Introduction of Timelapse
6.  Machine Downtime Detection- Introduction of Videos in tickets
7.   Customer Walk-in Count – Multiple Issues
8.   Hand-Wash less than 20 seconds

Upcoming Next

1.  Hand-wash less than 20 seconds
2. Customer Engagement Ethics- Both Hands used by staff while cash transaction
3. Person Re-Id.
4.  Shoes Detection – Preliminary Model
5.  Vehicle Dwell Time
6.  Shoplifting
7.   Staff Member not seen at Customer Table every ‘x’ interval
8.  Customer Greeted with Smile by the staff – Emotion Recognition
9.   Maximum Vehicle Count Reached
10.  Person Falling – Accident Safety
11.   New Head Detector