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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
3D Object Detection for Physical AI Applications

3D Object Detection for Physical AI Applications

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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
Open-Vocabulary Object Detection for Robots Using Vision-Language Models

Open-Vocabulary Object Detection for Robots Using Vision-Language Models

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2 min read
Visual-Inertial Odometry for Autonomous Robots

Visual-Inertial Odometry for Autonomous Robots

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2 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
How Vision-Language Models Learned to Reason About Space (10 Papers, One Thread)

How Vision-Language Models Learned to Reason About Space (10 Papers, One Thread)

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3 min read
Deep Learning & Computer Vision in Web Diffing: Solving Layout Shifts with Neural Embeddings and SSIM

Deep Learning & Computer Vision in Web Diffing: Solving Layout Shifts with Neural Embeddings and SSIM

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5 min read
I built a full image editor that never uploads your photo — here's how the on-device AI parts actually work

Details raw confidence masks over jagged edges

I built a full image editor that never uploads your photo — here's how the on-device AI parts actually work

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4 min read
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