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The adaptive threshold that deleted the thing we were looking for

The adaptive threshold that deleted the thing we were looking for

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5 min read
Architecting Project Nero: Real-Time Exam Attendance via Local Computer Vision

Architecting Project Nero: Real-Time Exam Attendance via Local Computer Vision

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2 min read
Why 90 and 270 Degree Rotations Are the Hardest for Vision Models to Catch

Why 90 and 270 Degree Rotations Are the Hardest for Vision Models to Catch

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3 min read
"You Got a Labeled Dataset. Here's How to Actually Verify It's Trustworthy."

"You Got a Labeled Dataset. Here's How to Actually Verify It's Trustworthy."

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6 min read
Building an Edge AI People Counter: The Parts After Detection

Building an Edge AI People Counter: The Parts After Detection

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4 min read
I benchmarked 9 object-detection models on the same GPU — here's what changed

I benchmarked 9 object-detection models on the same GPU — here's what changed

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4 min read
Building a Real-Time Crowd Anomaly Detector with MobileNetV2 and OpenCV

Building a Real-Time Crowd Anomaly Detector with MobileNetV2 and OpenCV

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2 min read
On-Device Computer Vision Under 16 Milliseconds

On-Device Computer Vision Under 16 Milliseconds

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6 min read
Building Darb: A Dual-Engine AI Architecture for Real-Time Assistive Vision

Building Darb: A Dual-Engine AI Architecture for Real-Time Assistive Vision

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2 min read
Show Dev: I built an on-prem AI parking spot monitor to replace $400 in-ground sensors

Show Dev: I built an on-prem AI parking spot monitor to replace $400 in-ground sensors

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3 min read
Winking at my laptop to turn pages

Winking at my laptop to turn pages

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5 min read
System design for physical AI: forecasting construction schedule slips with edge vision and an open-weight model

System design for physical AI: forecasting construction schedule slips with edge vision and an open-weight model

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4 min read
Why Your Smart Glasses Might Be Looking at Your Wall Instead of Your Fingers

Why Your Smart Glasses Might Be Looking at Your Wall Instead of Your Fingers

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Comments 2
3 min read
Imag-Eval

Imag-Eval

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1 min read
Building TargetV1: A Confidence-Gated Recognition Pipeline (and the Blackwell GPU Bug That Almost Stopped Me)

Building TargetV1: A Confidence-Gated Recognition Pipeline (and the Blackwell GPU Bug That Almost Stopped Me)

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6 min read
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