Switchon - Vision Solutions

Vision for Automated Inspection 

 

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Vision - Defense - AI

Interesting Startup Read - Vision in Defense / Aerospace, Vision-based AI Pilot to F-16, F-22, F-35 Key 

• Purpose - Analyze data on edge and respond. 
• Human-machine teaming capabilities for the most challenging missions in data-denied, GPS-denied environments.
• Image - Object Detection - Region of Interest - Response Calibration

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High-Level Tasks

• Satellite imagery
• Key landmarks from images
• Movement Tracking / Object Classification
• Edge-based / Drone-based objects detection
• Object Tracking / Re-identification on Edge
• Target Refinement with real time tracking / Reidentification

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AI Vision - Shell

 

Eyes - See, Brains to Think

• Remote inspections
• Warehouse / Counting Stock
• Robots / Drones for Refinery Management
• Safety / Monitoring Traffic
• Robots / Drones / Cameras / Handheld devices - Data Collection

• Safety and Compliance
• Reduce Exposure to field

• Spilling
• Analog Meter Reading
• Track Active Lights

• Follow map
• Collect data
• Analyze and send

• Frames - Detect Clock Region - Classify Clock / Non-Clock / Locate region / Compute angle of the needle
• Value - open/closed
• Needle  - Angle
• DL - Vision Analytics

• Adoption Recommendation
• Phased Adoption of Video Analytics
• Data Source - Model Building - Prototype
• Image Anamoly Detection - Darker image same type of day
• Variations of normal

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