AI - Social cause Use Cases - Papers / Approach / Tech Analysis

Aggression prediction at Rehabilitation Centres (Video + Audio Analytics)
War crimes Analysis from Satellite Images (Video Analytics)
Suicide hotline automated call analysis and forwarding (Audio Analytics)


AI for social cause - AGDC: Automatic Garbage Detection and Collection

Very good paper - AGDC: Automatic Garbage Detection and Collection

Key Summary

• Object detection to identify objects
• Distance and robot movement estimation
• Robotic arm with Gripper

LOW-COST DEEP LEARNING UAV AND RASPBERRY PI SOLUTION TO REAL TIME PAVEMENT CONDITION ASSESSMENT

Key Summary

• Detected Items
• Alligator cracking
• Block cracking
• Edge crack
• Pothole
• Longitudinal crack
• Transverse crack
• Weather and raveling

Techniques

• RNN, CNN, Faster R-CNN, YOLO, SSD + MobileNet V1 

Images

• Training and test images were collected using UAV, Infrared thermography camera, and a handy mobile camera

Tools

• Bulk Rename Utility ("Bulk Rename Utility,"2019) 
• PixResizer (Groot, 2019) 
• LabelImg software ("LabelImg," 2018)  

SSD model shows more suitability for android and Raspberry pi applications 

Keep Thinking!!!