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The seam our tiled upscaler left on every 4K product render

The seam our tiled upscaler left on every 4K product render

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4 min read
I Ran Five Small Multimodal Models on a Jetson. The Fastest One Was Not the Best Baseline.

I Ran Five Small Multimodal Models on a Jetson. The Fastest One Was Not the Best Baseline.

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3 min read
Replacing a Slow QR + Edge Detection Pipeline with a Fast ArUco-Based Vision System

Summer Bug Smash: Clear the Lineup 🐛🛹

Replacing a Slow QR + Edge Detection Pipeline with a Fast ArUco-Based Vision System

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2 min read
Keeping a client's VLM inference inside the EU with a self-hosted-first gateway

Keeping a client's VLM inference inside the EU with a self-hosted-first gateway

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4 min read
I Taught a Security Camera to Say "I Don't Know" — and It Got More Useful, Not Less

I Taught a Security Camera to Say "I Don't Know" — and It Got More Useful, Not Less

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8 min read
I Built a Real-Time Perception Stack on CARLA. Here Is What Actually Happened.

I Built a Real-Time Perception Stack on CARLA. Here Is What Actually Happened.

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6 min read
How I Built Production-Grade AI Systems While Still a Student

How I Built Production-Grade AI Systems While Still a Student

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1 min read
Building a Real-Time Computer Vision Dashboard on the Web: The OmniVision Pro Story

Building a Real-Time Computer Vision Dashboard on the Web: The OmniVision Pro Story

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2 min read
Image Reconstruction Using Deep Learning: A Complete Guide

Image Reconstruction Using Deep Learning: A Complete Guide

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37 min read
An AI Module Smaller Than a Smartphone Photo. Are We Underestimating the Computer We Carry Every Day?

An AI Module Smaller Than a Smartphone Photo. Are We Underestimating the Computer We Carry Every Day?

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16 min read
Multimodal Models Don't Fail at Understanding. They Fail at Sampling

Multimodal Models Don't Fail at Understanding. They Fail at Sampling

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5 min read
Testing Face Embedding Nearest Neighbor Search with OpenCV SFace

Testing Face Embedding Nearest Neighbor Search with OpenCV SFace

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5 min read
Basic Stereo Algorithms (Evolution)

Basic Stereo Algorithms (Evolution)

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1 min read
Keypoints Are Not Movement Understanding: Designing a State Layer for Sports Video AI

Keypoints Are Not Movement Understanding: Designing a State Layer for Sports Video AI

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6 min read
How We Trained a 92.95% mAP50 Valve Detection Model + 65.7% Anomaly Detector with Iterative Pseudo-Labeling

How We Trained a 92.95% mAP50 Valve Detection Model + 65.7% Anomaly Detector with Iterative Pseudo-Labeling

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7 min read
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