Foundations

Computer Vision

Object detection, segmentation, YOLO, CLIP, and vision-language models

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CV Basics
beginner
Classify images with a pre-trained CNN
Modern CV Models
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Run YOLO for real-time object detection
Generative CV
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Build a Stable Diffusion inference pipeline
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Top 15 Computer Vision Datasets [2026]
Towards AI 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Top 15 Computer Vision Datasets [2026]
Author(s): Asad Iqbal Originally published on Towards AI. A ML engineer’s guide to top image datasets. Learn about ImageNet, COCO, and more, and understand how
How We Grade Used Phones with On-Device Computer Vision and FFT Audio Analysis
Dev.to · MobileMD AI 👁️ Computer Vision ⚡ AI Lesson 3mo ago
How We Grade Used Phones with On-Device Computer Vision and FFT Audio Analysis
The refurbished phone market moves hundreds of millions of devices a year. Yet most device condition...
Facial Recognition Isn't Getting Banned. Mass Surveillance Is. Here's the Difference.
Dev.to · CaraComp 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Facial Recognition Isn't Getting Banned. Mass Surveillance Is. Here's the Difference.
Decoding the global regulatory split on biometric analysis For developers building in the computer...
Why I stopped using DOM locators for End-to-End tests altogether—and replaced them with computer vision
Dev.to · Angelina Kosheleva 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Why I stopped using DOM locators for End-to-End tests altogether—and replaced them with computer vision
If you’ve ever written End-to-End (E2E) tests using Selenium, Cypress, or Playwright, you know the...
ASCII
Dev.to · PRIYA K 👁️ Computer Vision ⚡ AI Lesson 3mo ago
ASCII
ASCII Letters – Why They Are Used in English and Other Languages In the world of computers,...
Open Vision Agents: Streamlining Vision Model Integration
Dev.to · Stelixx Insider 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Open Vision Agents: Streamlining Vision Model Integration
Accelerating Vision Agent Development with Stream's Open Vision Agents Stream's Open Vision Agents...
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
Part-Level 3D Gaussian Vehicle Generation with Joint and Hinge Axis Estimation
arXiv:2604.05070v1 Announce Type: new Abstract: Simulation is essential for autonomous driving, yet current frameworks often model vehicles as rigid assets and
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
CRFT: Consistent-Recurrent Feature Flow Transformer for Cross-Modal Image Registration
arXiv:2604.05689v1 Announce Type: cross Abstract: We present Consistent-Recurrent Feature Flow Transformer (CRFT), a unified coarse-to-fine framework based on f
Backpropagation — Deep Dive + Problem: Merge Similar Pixels
Dev.to · pixelbank dev 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Backpropagation — Deep Dive + Problem: Merge Similar Pixels
A daily deep dive into cv topics, coding problems, and platform features from PixelBank. ...
Building Photon: A Hybrid Ray Tracer That Builds for Windows, Linux, and macOS
Dev.to · Kareem Al-Farsi 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Building Photon: A Hybrid Ray Tracer That Builds for Windows, Linux, and macOS
Repository: Photon on GitHub Photon is a C-based adaptive hybrid ray tracer built to explore...
OpenCV Blog 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Tangram Vision and OpenCV Are Partnering to Fix Your Calibration Problems
Calibration is one of those problems every computer vision practitioner knows and knows well. Getting multi-sensor, multi-modal systems to agree on a shared vie
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
A reconfigurable smart camera implementation for jet flames characterization based on an optimized segmentation model
arXiv:2604.03267v1 Announce Type: cross Abstract: In this work we present a novel framework for fire safety management in industrial settings through the implem
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
InCaRPose: In-Cabin Relative Camera Pose Estimation Model and Dataset
arXiv:2604.03814v1 Announce Type: cross Abstract: Camera extrinsic calibration is a fundamental task in computer vision. However, precise relative pose estimati
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
HOIGS: Human-Object Interaction Gaussian Splatting
arXiv:2604.04016v1 Announce Type: cross Abstract: Reconstructing dynamic scenes with complex human-object interactions is a fundamental challenge in computer vi
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
Pickalo: Leveraging 6D Pose Estimation for Low-Cost Industrial Bin Picking
arXiv:2604.04690v1 Announce Type: cross Abstract: Bin picking in real industrial environments remains challenging due to severe clutter, occlusions, and the hig
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
ContextDrag: Precise Drag-Based Image Editing via Context-Preserving Token Injection and Position-Aligned Attention
arXiv:2512.08477v2 Announce Type: replace-cross Abstract: Drag-based image editing enables intuitive visual manipulation through point-based drag operations. Ex
Object Detection — Deep Dive + Problem: K-Fold Cross-Validation Indices
Dev.to · pixelbank dev 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Object Detection — Deep Dive + Problem: K-Fold Cross-Validation Indices
A daily deep dive into cv topics, coding problems, and platform features from PixelBank. ...
OpenCV Blog 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Glenn Jocher of Ultralytics (YOLO) Is Speaking at OSCCA
2.5 billion model inferences every day across robotics, healthcare, manufacturing, and beyond. That’s the scale at which Ultralytics YOLO operates, and at ​OSCC
BVH Refit vs Rebuild Strategies for Dynamic Scenes
Dev.to · beefed.ai 👁️ Computer Vision ⚡ AI Lesson 3mo ago
BVH Refit vs Rebuild Strategies for Dynamic Scenes
Compare refitting, rebuilds, and multi-level BVHs for animated scenes. Learn when to refit, rebuild, or use hybrid hierarchies to minimize stalls and
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
PaveBench: A Versatile Benchmark for Pavement Distress Perception and Interactive Vision-Language Analysis
arXiv:2604.02804v1 Announce Type: cross Abstract: Pavement condition assessment is essential for road safety and maintenance. Existing research has made signifi
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
NavCrafter: Exploring 3D Scenes from a Single Image
arXiv:2604.02828v1 Announce Type: cross Abstract: Creating flexible 3D scenes from a single image is vital when direct 3D data acquisition is costly or impracti
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
DePT3R: Joint Dense Point Tracking and 3D Reconstruction of Dynamic Scenes in a Single Forward Pass
arXiv:2512.13122v2 Announce Type: replace-cross Abstract: Current methods for dense 3D point tracking in dynamic scenes typically rely on pairwise processing, r
BiRefNet vs rembg vs U2Net: Which Background Removal Model Actually Works in Production?
Dev.to · Om Prakash 👁️ Computer Vision ⚡ AI Lesson 3mo ago
BiRefNet vs rembg vs U2Net: Which Background Removal Model Actually Works in Production?
BiRefNet vs rembg vs U2Net: Which Background Removal Model Actually Works in...
captio
Dev.to · Adir Shohat 👁️ Computer Vision ⚡ AI Lesson 3mo ago
captio
I built an AI tool that turns images into structured text (Captio) I’ve been working on a...
Beyond Literal Translation: Why Your AI Manga Project Needs Layout-Aware CV
Dev.to · Peter's Lab 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Beyond Literal Translation: Why Your AI Manga Project Needs Layout-Aware CV
Traditional OCR-then-translate pipelines are failing. Here is why manga localization requires a...
The Truth About Building Your First GPU Game in 2026: Are You Ready?
Dev.to · TechPulse AI 👁️ Computer Vision ⚡ AI Lesson 3mo ago
The Truth About Building Your First GPU Game in 2026: Are You Ready?
how to build a GPU game in 2026 — The Truth About Building Your First GPU Game in 2026: Are You Ready?
A 95% Match Score Sounds Solid. These 3 Reality Checks Show When It Isn’t.
Dev.to · CaraComp 👁️ Computer Vision ⚡ AI Lesson 3mo ago
A 95% Match Score Sounds Solid. These 3 Reality Checks Show When It Isn’t.
Decoding the technical failures of automated facial matching For developers building the next...
Matrix-Game-3.0 Brings Real-Time 720p Interactive Video to Open Source
Hackernoon 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Matrix-Game-3.0 Brings Real-Time 720p Interactive Video to Open Source
Matrix-Game-3.0 is Skywork’s open-source world model for real-time 720p interactive video generation at 40 FPS with strong temporal consistency.
Find duplicate photos on your machine in 0.3ms - no cloud, no GPU
Dev.to · Julien L 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Find duplicate photos on your machine in 0.3ms - no cloud, no GPU
You have 10,000 photos on your laptop. Some are duplicates. Some are resized. Some are cropped...
A 95% Match Score Sounds Reliable. In a Million-Face Database, It Means Thousands of False Hits.
Dev.to · CaraComp 👁️ Computer Vision ⚡ AI Lesson 3mo ago
A 95% Match Score Sounds Reliable. In a Million-Face Database, It Means Thousands of False Hits.
the mathematical reality of facial biometric thresholds Developers building computer vision (CV)...
ZDNet 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Is increasing VRAM finally worth it? I ran the numbers on my Windows 11 PC
Virtual RAM can help boost PC performance when resources are scarce. While it can be useful, it's not a replacement for physical RAM.
Google Issues Zero-Day Attack Alert For 3.5 Billion Chrome Users
Forbes Innovation 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Google Issues Zero-Day Attack Alert For 3.5 Billion Chrome Users
Google has issued an update alert for 3.5 billion Chrome browser users following confirmation of a new zero-day attack exploit.
ENIAC’s Architects Wove Stories Through Computing
IEEE Spectrum 👁️ Computer Vision ⚡ AI Lesson 3mo ago
ENIAC’s Architects Wove Stories Through Computing
This year marks the 80th anniversary of ENIAC , the first general-purpose digital computer. The computer was built during World War II to speed up ballistics ca
How Computer Vision is Transforming Waste Management
Dev.to · Sudha R 👁️ Computer Vision ⚡ AI Lesson 3mo ago
How Computer Vision is Transforming Waste Management
Waste management is becoming increasingly challenging as cities grow. Traditional methods rely...
OpenCV Blog 👁️ Computer Vision ⚡ AI Lesson 3mo ago
The Founder of OpenCV Is Speaking at OSCCA, Don’t Miss It!
Over 1.5 billion downloads. Used in everything from self-driving cars to medical imaging to robotics. OpenCV has become the backbone of modern computer vision —
Building a Browser-Based Image Blur Tool with Canvas API (No Libraries)
Dev.to · Shaishav Patel 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Building a Browser-Based Image Blur Tool with Canvas API (No Libraries)
Blurring an image in the browser sounds like it should need a library. It doesn't. The Canvas 2D API...
Face Tracking for Vertical Video: Why It's Harder Than It Looks (And How It Works)
Dev.to · Kyle White 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Face Tracking for Vertical Video: Why It's Harder Than It Looks (And How It Works)
Face Tracking for Vertical Video: Why It's Harder Than It Looks (And How It...
Radiologists Miss 59% of Fake X-Rays on First Look — What That Proves About Your Case Photos
Dev.to · CaraComp 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Radiologists Miss 59% of Fake X-Rays on First Look — What That Proves About Your Case Photos
AI-generated radiographs fool medical experts For developers building computer vision (CV) or...
This Model Completely Crashed Computer Vision.
Towards AI 👁️ Computer Vision ⚡ AI Lesson 3mo ago
This Model Completely Crashed Computer Vision.
Author(s): Julia Originally published on Towards AI. Why is everyone obsessed with YOLO? And no I don’t talk about the 2012 mantra “You Only Live Once”. For yea
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
Cross-Camera Distracted Driver Classification through Feature Disentanglement and Contrastive Learning
arXiv:2411.13181v3 Announce Type: replace-cross Abstract: The classification of distracted drivers is pivotal for ensuring safe driving. Previous studies demons
Dev.to AI 👁️ Computer Vision ⚡ AI Lesson 3mo ago
How to Training AI to Understand Visual Feedback: Moving Beyond Text-Only Parsing
Training AI to See the Notes: Moving Beyond Text-Only Feedback for Designers The "Make It Pop" Problem You send a design. The client replies with a marked-up sc
ZDNet 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Microsoft account vs. local account: How to choose and set up your pick in Windows 11
The Windows 11 setup program really, really wants you to use a Microsoft account instead of a local account. Here's everything you need to know about your optio
OpenCV Blog 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Behind the Magic: Disney Research Imagineering’s Doug Fidaleo Comes to OSCCA
What does it look like when computer vision and AI power experiences for millions of guests at Disney scale, from AI-driven robotic characters to conversational
🎬 I Built a Python Tool to Extract Images from Videos (with OpenCV + Tkinter)
Dev.to · Mate Technologies 👁️ Computer Vision ⚡ AI Lesson 3mo ago
🎬 I Built a Python Tool to Extract Images from Videos (with OpenCV + Tkinter)
Extracting frames from videos sounds simple… until you actually need: Custom frame intervals Privacy...
AI Model Develops Object Recognition Without Human Guidance
Hackernoon 👁️ Computer Vision ⚡ AI Lesson 3mo ago
AI Model Develops Object Recognition Without Human Guidance
This paper shows that when Vision Transformers are trained without labels using self-supervision, they develop surprising abilities. Their attention maps reveal
I Built an AI-Powered Face Shape Detector with Personalized Style Recommendations
Dev.to · Naeem Ullah 👁️ Computer Vision ⚡ AI Lesson 3mo ago
I Built an AI-Powered Face Shape Detector with Personalized Style Recommendations
As developers, we often build tools that solve technical problems. This time, I wanted to build...
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
From Skeletons to Semantics: Design and Deployment of a Hybrid Edge-Based Action Detection System for Public Safety
arXiv:2603.29777v1 Announce Type: cross Abstract: Public spaces such as transport hubs, city centres, and event venues require timely and reliable detection of
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
End-to-End Image Compression with Segmentation Guided Dual Coding for Wind Turbines
arXiv:2603.29927v1 Announce Type: cross Abstract: Transferring large volumes of high-resolution images during wind turbine inspections introduces a bottleneck i