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Keypoint Detection: From Sports Broadcasts to the Factory Floor
Nikhita Bhagwat 8/25/26 Nikhita Bhagwat 8/25/26

Keypoint Detection: From Sports Broadcasts to the Factory Floor

Keypoint detection tracks joints, not objects, which is what makes it portable: sports biomechanics, warehouse ergonomics, collaborative robot safety zones, and rehab progress tracking all run on the same underlying technique.

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Sterile Processing Tray Completeness: Can a Camera Do the Second Check?
Nikhita Bhagwat 8/3/26 Nikhita Bhagwat 8/3/26

Sterile Processing Tray Completeness: Can a Camera Do the Second Check?

Missing instruments are the most common sterile processing error, and most errors are visualisation failures. What a camera check adds at the assembly bench.

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Computer Vision in Hospitals: Six Use Cases That Have Nothing to Do With Diagnosis
Nikhita Bhagwat 7/15/26 Nikhita Bhagwat 7/15/26

Computer Vision in Hospitals: Six Use Cases That Have Nothing to Do With Diagnosis

Six ways computer vision shows up in hospital operations that have nothing to do with diagnosis — from asset tracking to sterile processing.

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Edge vs Cloud Computer Vision: Why On-Premise Wins for European Manufacturers
Nikhita Bhagwat 6/30/26 Nikhita Bhagwat 6/30/26

Edge vs Cloud Computer Vision: Why On-Premise Wins for European Manufacturers

Edge computer vision keeps footage on-site, simplifies GDPR and EU AI Act compliance, and cuts the per-detection bill European manufacturers pay to scale.

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How to Add Computer Vision to Your Existing Factory Cameras (Without a Data Science Team)
Nikhita Bhagwat 6/30/26 Nikhita Bhagwat 6/30/26

How to Add Computer Vision to Your Existing Factory Cameras (Without a Data Science Team)

No-code computer vision for the cameras you already run. Label footage, train in the cloud, deploy to the edge — no data science team required.

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Trashify Tech OÜ Tallinn, Estonia

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MAKRR has received a €55 293 grant to accelerate business-development efforts, expand its international reach, and drive revenue growth. The project is financed by the state budget from funds for financing research and development activities.