Foundations

Computer Vision

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

2,365
lessons
Skills in this topic
View full skill map →
CV Basics
beginner
Classify images with a pre-trained CNN
Modern CV Models
intermediate
Run YOLO for real-time object detection
Generative CV
advanced
Build a Stable Diffusion inference pipeline
All Reads (1,220) Articles (392)Blog Posts (262)Tutorials (81)Research Papers (469)News (16)
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
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
Streaming 4D Visual Geometry Transformer
arXiv:2507.11539v2 Announce Type: replace-cross Abstract: Perceiving and reconstructing 3D geometry from videos is a fundamental yet challenging computer vision
Background-removal model by Pixelcut: A Model Overview
Hackernoon 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Background-removal model by Pixelcut: A Model Overview
background-removal is an AI-powered tool created by Pixelcut that handles the task of removing backgrounds from images with precision and speed.
OpenCV Blog 👁️ Computer Vision ⚡ AI Lesson 3mo ago
When the Track Is Your Lab: Meet the Team Racing Without a Driver
What does it take to build an AI that competes in professional motorsports — no driver, no remote control, just autonomous decision-making at race speed? Find o
Quantum computers need vastly fewer resources than thought to break vital encryption
ArsTechnica Tech 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Quantum computers need vastly fewer resources than thought to break vital encryption
is coming, and it won't be as expensive as thought.]]>
Estimating the speed of the ISS using computer vision (Python + OpenCV)
Dev.to · BabbaWaagen 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Estimating the speed of the ISS using computer vision (Python + OpenCV)
Estimating the speed of the ISS using computer vision I recently revisited an older...
The Backyard Quarry, Part 3: Capturing the Physical World
Dev.to · Ken W Alger 👁️ Computer Vision ⚡ AI Lesson 3mo ago
The Backyard Quarry, Part 3: Capturing the Physical World
This post looks at what it actually takes to turn physical objects into usable data.
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
An End-to-end Flight Control Network for High-speed UAV Obstacle Avoidance based on Event-Depth Fusion
arXiv:2603.27181v1 Announce Type: cross Abstract: Achieving safe, high-speed autonomous flight in complex environments with static, dynamic, or mixed obstacles
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
Guided Lensless Polarization Imaging
arXiv:2603.27357v1 Announce Type: cross Abstract: Polarization imaging captures the polarization state of light, revealing information invisible to the human ey
OpenCV Blog 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Attend The OpenCV-SID Conference On Computer Vision & AI This May 4th
OpenCV is continuing our partnership with the awesome Display Week conference, joining them in Los Angeles this May 4th for a special one-day event packed with
Facial Recognition Is Spreading Everywhere
IEEE Spectrum 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Facial Recognition Is Spreading Everywhere
Facial recognition technology (FRT) dates back 60 years. Just over a decade ago, deep-learning methods tipped the technology into more useful— and menacing —ter
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
Dynamic LIBRAS Gesture Recognition via CNN over Spatiotemporal Matrix Representation
arXiv:2603.25863v1 Announce Type: cross Abstract: This paper proposes a method for dynamic hand gesture recognition based on the composition of two models: the
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
DenseSwinV2: Channel Attentive Dual Branch CNN Transformer Learning for Cassava Leaf Disease Classification
arXiv:2603.25935v1 Announce Type: cross Abstract: This work presents a new Hybrid Dense SwinV2, a two-branch framework that jointly leverages densely connected
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
Collision-Aware Vision-Language Learning for End-to-End Driving with Multimodal Infraction Datasets
arXiv:2603.25946v1 Announce Type: cross Abstract: High infraction rates remain the primary bottleneck for end-to-end (E2E) autonomous driving, as evidenced by t
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
VLAgeBench: Benchmarking Large Vision-Language Models for Zero-Shot Human Age Estimation
arXiv:2603.26015v1 Announce Type: cross Abstract: Human age estimation from facial images represents a challenging computer vision task with significant applica
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
R-PGA: Robust Physical Adversarial Camouflage Generation via Relightable 3D Gaussian Splatting
arXiv:2603.26067v1 Announce Type: cross Abstract: Physical adversarial camouflage poses a severe security threat to autonomous driving systems by mapping advers
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
An Object Web Seminar: A Retrospective on a Technical Dialogue Still Reverbarating
arXiv:2603.26203v1 Announce Type: cross Abstract: Technology change happens quickly such that new trends tend to crowd out the focus on what was new just yester
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
GeoGuide: Hierarchical Geometric Guidance for Open-Vocabulary 3D Semantic Segmentation
arXiv:2603.26260v1 Announce Type: cross Abstract: Open-vocabulary 3D semantic segmentation aims to segment arbitrary categories beyond the training set. Existin
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
Beyond MACs: Hardware Efficient Architecture Design for Vision Backbones
arXiv:2603.26551v1 Announce Type: cross Abstract: Vision backbone networks play a central role in modern computer vision. Enhancing their efficiency directly be
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
PerceptionComp: A Video Benchmark for Complex Perception-Centric Reasoning
arXiv:2603.26653v1 Announce Type: cross Abstract: We introduce PerceptionComp, a manually annotated benchmark for complex, long-horizon, perception-centric vide
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
Binary Verification for Zero-Shot Vision
arXiv:2511.10983v2 Announce Type: replace-cross Abstract: We propose a training-free, binary verification workflow for zero-shot vision with off-the-shelf VLMs.
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
Particulate: Feed-Forward 3D Object Articulation
arXiv:2512.11798v2 Announce Type: replace-cross Abstract: We introduce Particulate, a feed-forward model that, given a 3D mesh of an object, infers its articula
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 3mo ago
RoAD Benchmark: How LiDAR Models Fail under Coupled Domain Shifts and Label Evolution
arXiv:2601.07855v2 Announce Type: replace-cross Abstract: For 3D perception systems to operate reliably in real-world environments, they must remain robust to e