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How Two-Stage Object Detectors Went From 47 Seconds to Real-Time-Adjacent

How Two-Stage Object Detectors Went From 47 Seconds to Real-Time-Adjacent

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3 min read
Three ways my grouped train/test split leaked anyway...

Three ways my grouped train/test split leaked anyway...

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7 min read
Your CNN's Advantage Is One Assumption — and I Measured What Happens When It Breaks

Your CNN's Advantage Is One Assumption — and I Measured What Happens When It Breaks

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6 min read
Pmw final portfolio · MD Humna Attique — PMW TechRealm Internship Portfolio

Pmw final portfolio · MD Humna Attique — PMW TechRealm Internship Portfolio

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2 min read
Can image tokens cost less than text tokens - Explaining Gemini API Image Token Economics

Can image tokens cost less than text tokens - Explaining Gemini API Image Token Economics

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7 min read
Classifying mud crab sex with YOLOv11 — when 200 images and messy real-world labels fight back

Classifying mud crab sex with YOLOv11 — when 200 images and messy real-world labels fight back

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3 min read
Decoupling Physical Control and Reasoning: DeepMind's Gemini Robotics 2 Architecture

Decoupling Physical Control and Reasoning: DeepMind's Gemini Robotics 2 Architecture

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5 min read
Segmentation Is Not the Finish Line

Segmentation Is Not the Finish Line

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5 min read
The mAP50 That Lied to Me: A Debugging Story About On-Device Safety AI

The mAP50 That Lied to Me: A Debugging Story About On-Device Safety AI

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5 min read
Case Study: Fixing a Failed 3D Reconstruction of Shalimar Gardens' Moorcroft Pavilion

Case Study: Fixing a Failed 3D Reconstruction of Shalimar Gardens' Moorcroft Pavilion

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2 min read
AI Landscape Design in 2026: Why the Generative Model Is the Easy Part

AI Landscape Design in 2026: Why the Generative Model Is the Easy Part

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5 min read
From 42 Points to 842: Debugging a CPU-Only 3D Reconstruction Pipeline

From 42 Points to 842: Debugging a CPU-Only 3D Reconstruction Pipeline

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2 min read
Detecting Objects in Satellite Imagery with YOLOv8: xView + DOTA to YOLO in Practice

Detecting Objects in Satellite Imagery with YOLOv8: xView + DOTA to YOLO in Practice

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5 min read
The Model Is the Easy Part: What a Real-Time Computer Vision Product Actually Takes

The Model Is the Easy Part: What a Real-Time Computer Vision Product Actually Takes

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6 min read
The Master Woodworker

The Master Woodworker

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3 min read
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