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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
"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
Running ML models in the browser with ONNX Runtime Web: a practical guide

Running ML models in the browser with ONNX Runtime Web: a practical guide

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3 min read
How face recognition works: embeddings, thresholds and why you never store faces

How face recognition works: embeddings, thresholds and why you never store faces

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3 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
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
Making Computer Vision Pipelines Inspectable

Making Computer Vision Pipelines Inspectable

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4 min read
Building a Facial Landmark Analyzer with Python

Building a Facial Landmark Analyzer with Python

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4 min read
Choosing Video Frames by Content Instead of by a Clock

Choosing Video Frames by Content Instead of by a Clock

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4 min read
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