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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
Blurring license plates in 10,000 photos with Python — and knowing which ones to check

Blurring license plates in 10,000 photos with Python — and knowing which ones to check

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7 min read
Bridging the Sim-to-Real Gap in 3D Structured Light Vision with Physics-Based Ray Tracing

Bridging the Sim-to-Real Gap in 3D Structured Light Vision with Physics-Based Ray Tracing

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2 min read
How I find edited copies of images across the web without crawling it

How I find edited copies of images across the web without crawling it

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11 min read
Why General-Purpose Vision AI Can't Tell Which Way Your Product Photo Is Rotated

Why General-Purpose Vision AI Can't Tell Which Way Your Product Photo Is Rotated

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2 min read
Zero-copy video stream for Python

Zero-copy video stream for Python

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1 min read
Why High-Quality Real-Time Face Swap Is Harder Than Offline Video Face Swap

Why High-Quality Real-Time Face Swap Is Harder Than Offline Video Face Swap

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3 min read
Detection Accuracy Failing? 9 Troubleshooting Directions from Camera to Algorithm (Part 1: Hardware & Physical Layer)

Detection Accuracy Failing? 9 Troubleshooting Directions from Camera to Algorithm (Part 1: Hardware & Physical Layer)

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6 min read
Discriminative Fine-Tuning: Why Your Backbone and Your Head Shouldn't Learn at the Same Speed

Discriminative Fine-Tuning: Why Your Backbone and Your Head Shouldn't Learn at the Same Speed

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6 min read
The On-Device People Counter Only Worked After I Made It Boring

The On-Device People Counter Only Worked After I Made It Boring

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3 min read
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
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