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OpenCV University: Your go-to resource for mastering computer vision and machine learning with OpenCV. Learn through comprehensive tutorials, hands-on projects, and the latest industry insights. Perfect for both beginners and advanced users looking to enhance their skills in image processing and computer vision.

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Joined July 19, 2019
1,478,177 total views
United States

Featured video

Welcome to OpenCV University: Your Compass in the AI Universe šŸŒŒ

3,712 views

2y ago

Videos

Google's EmbeddingGemma 2 Can Search Your Videos. But Does It Know Time?
5:03
Google's EmbeddingGemma 2 Can Search Your Videos. But Does It Know Time?

225 views

2d ago

NMS-Free Detection, Explained: Why YOLO26 Stops Cleaning Up Duplicates
4:43
NMS-Free Detection, Explained: Why YOLO26 Stops Cleaning Up Duplicates

149 views

3d ago

YOLO26 vs RF-DETR: Which Should You Choose?
3:35
YOLO26 vs RF-DETR: Which Should You Choose?

136 views

5d ago

OpenCV 5 Calibration Migration: The Compiler Passing Isn't Done
3:29
OpenCV 5 Calibration Migration: The Compiler Passing Isn't Done

164 views

10d ago

An Agent Says It Reviewed Your Images. Did It Actually Open Them?
4:57
An Agent Says It Reviewed Your Images. Did It Actually Open Them?

162 views

10d ago

I Gave an OpenAI Dot a Hiring Task, Then Tried to Trip It Up
5:22
I Gave an OpenAI Dot a Hiring Task, Then Tried to Trip It Up

146 views

10d ago

ChatGPT vs Claude: same footage, different computer vision pipelines. Which result would you choose?
3:23
ChatGPT vs Claude: same footage, different computer vision pipelines. Which result would you choose?

400 views

11d ago

The AI Model That Returns a Decision, Not a Paragraph
2:34
The AI Model That Returns a Decision, Not a Paragraph

206 views

2w ago

Skills vs MCP vs RAG vs Memory: What Each One Actually Does
2:05
Skills vs MCP vs RAG vs Memory: What Each One Actually Does

152 views

2w ago

Why the Ball Box Disappears: YOLO11n vs YOLO26x on a Basketball Clip
1:51
Why the Ball Box Disappears: YOLO11n vs YOLO26x on a Basketball Clip

226 views

2w ago

I Gave an AI Agent 6 Hours to Build Two Vision Models
2:48
I Gave an AI Agent 6 Hours to Build Two Vision Models

376 views

2w ago

Robust Face Alignment at Extreme Head Angles (PINTO's HRFFA Model in OpenCV)
6:53
Robust Face Alignment at Extreme Head Angles (PINTO's HRFFA Model in OpenCV)

214 views

1mo ago

Shorts

Where Should This Ticket Go? OpenAI's Decisions API
Where Should This Ticket Go? OpenAI's Decisions API

750 views

YOLO Thinks This Helmet Is a Cricket Ball
YOLO Thinks This Helmet Is a Cricket Ball

705 views

Your AI Agent Failed. Do You Need a Better Model, or a Better Harness?
Your AI Agent Failed. Do You Need a Better Model, or a Better Harness?

112 views

Workflow or Agent? The One Question to Ask First
Workflow or Agent? The One Question to Ask First

40 views

Your Agent Says the Dataset Is Ready. Would You Trust It?
Your Agent Says the Dataset Is Ready. Would You Trust It?

86 views

The Service You May No Longer Need: VLMs Inside OpenCV 5
The Service You May No Longer Need: VLMs Inside OpenCV 5

101 views

Is OpenCV 5's New DNN Engine Faster, and Does It Work on GPU?
Is OpenCV 5's New DNN Engine Faster, and Does It Work on GPU?

52 views

Migrating YOLOv3 from Darknet to ONNX for OpenCV 5
Migrating YOLOv3 from Darknet to ONNX for OpenCV 5

88 views

NMS and IoU: How Detectors Clean Up Duplicate Boxes (and What It Can't Tell You)
NMS and IoU: How Detectors Clean Up Duplicate Boxes (and What It Can't Tell You)

109 views

Precision vs Recall: How the Threshold Changes Everything
Precision vs Recall: How the Threshold Changes Everything

86 views

YOLO27 vs YOLO26: What to Know Before You Upgrade
YOLO27 vs YOLO26: What to Know Before You Upgrade

346 views

Write GPU Code Once: How HIP Ports Between AMD and Nvidia
Write GPU Code Once: How HIP Ports Between AMD and Nvidia

418 views

How a Confusion Matrix Works (and Why Accuracy Can Lie)
How a Confusion Matrix Works (and Why Accuracy Can Lie)

126 views

Why a Perfect Training Score Can Still Fail: Overfitting vs Underfitting
Why a Perfect Training Score Can Still Fail: Overfitting vs Underfitting

131 views

Linear Assignment: Smarter Pairings, Lower Costs
Linear Assignment: Smarter Pairings, Lower Costs

209 views

OpenAI's Astra Reached "Critical" Cyber Capability: What That Actually Means
OpenAI's Astra Reached "Critical" Cyber Capability: What That Actually Means

255 views

The Real AI Battle Is Software, Not GPUs: Inside AMD's ROCm.AI
The Real AI Battle Is Software, Not GPUs: Inside AMD's ROCm.AI

231 views

Looped Transformers: The Astra Architecture Fight Over AI Safety
Looped Transformers: The Astra Architecture Fight Over AI Safety

281 views

AMD Is Making OpenCV Faster, Even on Intel and Apple Silicon
AMD Is Making OpenCV Faster, Even on Intel and Apple Silicon

337 views

Why AI Models Need Regression Tests
Why AI Models Need Regression Tests

100 views