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# computervision

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Image Augmentation in Practice — Lessons from 10 Years of Training CV Models and Building Albumentations

Image Augmentation in Practice — Lessons from 10 Years of Training CV Models and Building Albumentations

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30 min read
Law Enforcement Isn't Abandoning Face Tech — It's Regulating It

Law Enforcement Isn't Abandoning Face Tech — It's Regulating It

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Comments 1
3 min read
The AI That Never Forgets — My Vision Agents Hackathon Journey

The AI That Never Forgets — My Vision Agents Hackathon Journey

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4 min read
From Medical Devices to Smart Cameras: DevOps for AI-Powered Products
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From Medical Devices to Smart Cameras: DevOps for AI-Powered Products

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8 min read
I got SAM3 video tracking wrong: the session wasn’t the problem—my reprojection was
Cover image for I got SAM3 video tracking wrong: the session wasn’t the problem—my reprojection was

I got SAM3 video tracking wrong: the session wasn’t the problem—my reprojection was

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7 min read
Adaptive Keyframe Sampling: How I Spend a Frame Budget Like It’s Cash
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Adaptive Keyframe Sampling: How I Spend a Frame Budget Like It’s Cash

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11 min read
Your Photos Are Just 512 Numbers

Your Photos Are Just 512 Numbers

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3 min read
Pill-ID: Saving Lives with YOLOv10 and Edge AI Medication Reminders 💊

Pill-ID: Saving Lives with YOLOv10 and Edge AI Medication Reminders 💊

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4 min read
Why Your Computer Vision Model Struggles in the Real World

Why Your Computer Vision Model Struggles in the Real World

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11 min read
Unlocking the Black Box in Space: Why 3D is the Next Frontier for AI Interpretability
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Unlocking the Black Box in Space: Why 3D is the Next Frontier for AI Interpretability

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5 min read
Can AI Help in Crisis Moments? Building a Real-Time Therapy Assistant
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Built with Google Gemini: Writing Challenge

Can AI Help in Crisis Moments? Building a Real-Time Therapy Assistant

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3 min read
Beyond Just a Photo: Building a Pixel-Perfect Calorie Estimator with SAM and GPT-4o

Beyond Just a Photo: Building a Pixel-Perfect Calorie Estimator with SAM and GPT-4o

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4 min read
Is That Mole Dangerous? Build a Real-Time Skin Lesion Classifier with WebGPU and EfficientNetV2 🚀

Is That Mole Dangerous? Build a Real-Time Skin Lesion Classifier with WebGPU and EfficientNetV2 🚀

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4 min read
🎯 YOLOトレーニング実践

🎯 YOLOトレーニング実践

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1 min read
🎯 YOLO訓練實戰

🎯 YOLO訓練實戰

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1 min read
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