Foundations

Computer Vision

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

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Classify images with a pre-trained CNN
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Run YOLO for real-time object detection
Generative CV
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Build a Stable Diffusion inference pipeline
All Reads (1,339) Articles (425)Blog Posts (276)Tutorials (91)Research Papers (529)News (18)
Deploying a Image Recognition Service to AWS Lambda
Dev.to · Isaac FEI 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Deploying a Image Recognition Service to AWS Lambda
The source code is available in my repository. Start a New Project First, create an new...
Tracing geodesics on curved surfaces
Dev.to · Pranjal Sailwal 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Tracing geodesics on curved surfaces
I built Geodesic Flow Visualizer to make differential geometry feel a little less abstract. It...
OCR vs VLM: Why You Need Both (And How Hybrid Approaches Win)
Dev.to · Kevin 👁️ Computer Vision ⚡ AI Lesson 3mo ago
OCR vs VLM: Why You Need Both (And How Hybrid Approaches Win)
Document processing has been stuck in a binary choice for years: use traditional OCR for speed and...
ZDNet AI 👁️ Computer Vision ⚡ AI Lesson 3mo ago
What is MoCA 2.5? How this low-cost networking can replace Wi-Fi and fix dead zones
MoCA 2.5 leverages old coaxial cables to enable high-speed internet. I break down the technology and why it's a viable alternative to Wi-Fi.
ZDNet AI 👁️ Computer Vision ⚡ AI Lesson 3mo ago
I wore the Whoop 5.0 for a month - it combines the best of the Oura Ring and Apple Watch
The Whoop 5.0 has several medical-minded tools, like ECG and blood pressure monitoring. Here's how I actually used them.
Our Paper on Emotional Vocabulary and Diffusion Efficiency Was Accepted to CVPR 2026
Dev.to · AutoJanitor 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Our Paper on Emotional Vocabulary and Diffusion Efficiency Was Accepted to CVPR 2026
Emotional language register acts as semantic grounding that measurably improves video diffusion efficiency. Accepted to GRAIL-V workshop at CVPR 2026.
Minerust
Dev.to · Bartosz Kasyna 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Minerust
🎮 Render3D - High-Performance Voxel Rendering Engine A blazingly fast GPU-driven voxel...
Blurring a Name Doesn't Anonymise a Face: What GDPR Actually Says
Dev.to · CaraComp 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Blurring a Name Doesn't Anonymise a Face: What GDPR Actually Says
Think your facial datasets are anonymized? Think again. For developers building computer vision (CV)...
More Than Meets the Eye: NVIDIA RTX-Accelerated Computers Now Connect Directly to Apple Vision Pro
NVIDIA AI Blog 👁️ Computer Vision ⚡ AI Lesson 3mo ago
More Than Meets the Eye: NVIDIA RTX-Accelerated Computers Now Connect Directly to Apple Vision Pro
NVIDIA and Apple’s collaboration brings native integration of NVIDIA CloudXR 6.0 to visionOS, securely delivering NVIDIA RTX-powered simulators and professional
Accurate THC Measurement in Cannabis Trichomes via Smartphone Camera: Achieving 0.2% Precision in Mobile App Development
Dev.to · Denis Lavrentyev 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Accurate THC Measurement in Cannabis Trichomes via Smartphone Camera: Achieving 0.2% Precision in Mobile App Development
Introduction: The Quest for Precision in Cannabis Analysis Imagine holding a cannabis bud...
How designing a CPU made me code better
Dev.to · Mehdi BR 👁️ Computer Vision ⚡ AI Lesson 3mo ago
How designing a CPU made me code better
Why I even started I always looked at my computer in awe. "How does a clunk of metal do...
Introducing a Simple, High-Performance 3D Visualization Tool in Python for Robotics, SLAM, and Computer Vision Applications
Dev.to · Roman Dubrovin 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Introducing a Simple, High-Performance 3D Visualization Tool in Python for Robotics, SLAM, and Computer Vision Applications
Introduction: The 3D Visualization Gap in Python In the world of robotics, SLAM, and...
AI Facial Recognition Sent an Innocent Grandmother to Jail
Dev.to · CaraComp 👁️ Computer Vision ⚡ AI Lesson 3mo ago
AI Facial Recognition Sent an Innocent Grandmother to Jail
the technical failure points of automated identification For developers working in computer vision...
TrueGraphics
Dev.to · LEGEND'S DaD 👁️ Computer Vision ⚡ AI Lesson 3mo ago
TrueGraphics
TrueGraphics Github Repo Link - https://github.com/LegedsDaD/TrueGraphics TrueGraphics is...
I Built a Virtual Try-On API for Indian E-commerce Sellers (10x Cheaper Than FASHN.ai)
Dev.to · Om Prakash 👁️ Computer Vision ⚡ AI Lesson 3mo ago
I Built a Virtual Try-On API for Indian E-commerce Sellers (10x Cheaper Than FASHN.ai)
The Problem That's Costing Indian Sellers Millions I run a small GPU cluster in Pune. A...
Building a Ray Tracer from Scratch in C++ Part 1: Mathematical Foundations
Dev.to · Alazar Demessie 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Building a Ray Tracer from Scratch in C++ Part 1: Mathematical Foundations
Graphics APIs and game engines make rendering look easy, but they hide most of the interesting...
The Face Recognition Error That's Wrecking Investigations
Dev.to · CaraComp 👁️ Computer Vision ⚡ AI Lesson 3mo ago
The Face Recognition Error That's Wrecking Investigations
the mathematical gap between open-world search and closed-set verification The accuracy ceiling for...
Towards Data Science 👁️ Computer Vision ⚡ AI Lesson 3mo ago
The Current Status of The Quantum Software Stack
How do we program quantum computers today? The post The Current Status of The Quantum Software Stack appeared first on Towards Data Science .
Beyond ReconVLA: Annotation-Free Visual Grounding via Language-Attention Masked Reconstruction
Dev.to · Daud Ibrahim 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Beyond ReconVLA: Annotation-Free Visual Grounding via Language-Attention Masked Reconstruction
Replacing gaze annotations with language-driven attention masking makes robot perception...
Law Enforcement Isn't Abandoning Face Tech — It's Regulating It
Dev.to · CaraComp 👁️ Computer Vision ⚡ AI Lesson 3mo ago
Law Enforcement Isn't Abandoning Face Tech — It's Regulating It
The hidden shift in biometric regulation For developers building in the computer vision and...
Real-Time Video Anonymization at 30 FPS on a $35 Computer
Dev.to · Layth Ayache 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Real-Time Video Anonymization at 30 FPS on a $35 Computer
Most privacy pipelines I encountered before building PrivacyGuard shared the same assumption: you...
When 99% Accurate Still Means Thousands of Wrong Arrests
Dev.to · CaraComp 👁️ Computer Vision ⚡ AI Lesson 4mo ago
When 99% Accurate Still Means Thousands of Wrong Arrests
Biometric Accuracy vs. Investigative Reality For developers working in computer vision (CV) and...
127 Posters at SIGGRAPH Asia 2025. Three Patterns Nobody Talked About. 
Dev.to · Andrei Vince 👁️ Computer Vision ⚡ AI Lesson 4mo ago
127 Posters at SIGGRAPH Asia 2025. Three Patterns Nobody Talked About. 
I presented a poster at SIGGRAPH Asia 2025 in Hong Kong. The most valuable thing I did was read...
8 GLSL Shader Systems in 6 Months: Building Elemental Effects for a Character Animation Engine
Dev.to · Joshua Tollette 👁️ Computer Vision ⚡ AI Lesson 4mo ago
8 GLSL Shader Systems in 6 Months: Building Elemental Effects for a Character Animation Engine
What this is Emotive Engine is an open-source (MIT) character animation engine. It renders...
Tomorrow: March 12 - MCP, Agents and Skills Meetup
Dev.to · Jimmy Guerrero 👁️ Computer Vision 4mo ago
Tomorrow: March 12 - MCP, Agents and Skills Meetup
Join us tomorrow on March 12 at 9 AM Pacific for a special edition of the AI, ML and Computer Vision...
AI-Powered Video Intelligence for Defense Surveillance
Dev.to · Nirvana Lab 👁️ Computer Vision ⚡ AI Lesson 4mo ago
AI-Powered Video Intelligence for Defense Surveillance
Executive Summary Modern defense operations rely heavily on video surveillance from...
Building a Real-Time Posture Monitoring System in the Browser (MediaPipe + PiP)
Dev.to · Manan Verma 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Building a Real-Time Posture Monitoring System in the Browser (MediaPipe + PiP)
Browsers Kill Background Tabs. Here’s How I Kept My Computer Vision Engine Alive. Most...
Facial Biometrics Is Moving to the Edge — Are You Ready?
Dev.to · CaraComp 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Facial Biometrics Is Moving to the Edge — Are You Ready?
local biometric processing is redefining the forensic stack The transition of facial biometrics from...
Benchmark Scores vs. Real-World Results: The Facial Recognition Gap
Dev.to · CaraComp 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Benchmark Scores vs. Real-World Results: The Facial Recognition Gap
Bridging the gap between laboratory benchmarks and production facial comparison For developers in...
YOLO vs Cloud API for Object Detection — Which One Should You Actually Use?
Dev.to · AI Engine 👁️ Computer Vision ⚡ AI Lesson 4mo ago
YOLO vs Cloud API for Object Detection — Which One Should You Actually Use?
You need object detection in your app. You have two paths: run YOLO on your own GPU, or call a cloud...
What "99% Accurate" Really Means in Facial Recognition
Dev.to · CaraComp 👁️ Computer Vision ⚡ AI Lesson 4mo ago
What "99% Accurate" Really Means in Facial Recognition
Why benchmark accuracy fails in production environments A facial comparison model can boast 99.9%...
What "99% Accurate" Actually Means in Facial Recognition
Dev.to · CaraComp 👁️ Computer Vision ⚡ AI Lesson 4mo ago
What "99% Accurate" Actually Means in Facial Recognition
Decoding the performance metrics of facial comparison algorithms An algorithm can achieve a 99.8%...
Pill-ID: Saving Lives with YOLOv10 and Edge AI Medication Reminders 💊
Dev.to · wellallyTech 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Pill-ID: Saving Lives with YOLOv10 and Edge AI Medication Reminders 💊
We’ve all seen it: a countertop cluttered with half-empty blister packs and orange plastic bottles....
Create interactive 3D Gaussian Splat scenes from a single photo — entirely in your browser.
Dev.to · Todd Tanner 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Create interactive 3D Gaussian Splat scenes from a single photo — entirely in your browser.
SpawnScene is a fully client-side Gaussian Splatting application built with Blazor WebAssembly. It...
AI-Based Green Light Optimization using Computer Vision
Dev.to · Naitik Verma 👁️ Computer Vision ⚡ AI Lesson 4mo ago
AI-Based Green Light Optimization using Computer Vision
Urban traffic systems still rely largely on fixed timer traffic lights. These timers do not adapt to...
March 12 - MCP, Skills and Agents AI Meetup
Dev.to · Jimmy Guerrero 👁️ Computer Vision 4mo ago
March 12 - MCP, Skills and Agents AI Meetup
Join us on March 12 for a special edition of the AI, ML and Computer Vision Meetup where we will...
Skin Health at the Edge: Real-time Lesion Screening with MediaPipe and TensorFlow.js 🩺✨
Dev.to · wellallyTech 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Skin Health at the Edge: Real-time Lesion Screening with MediaPipe and TensorFlow.js 🩺✨
In the era of Edge AI, privacy and performance are no longer a trade-off. When dealing with sensitive...
March 5 - AI, ML and Computer Vision Meetup
Dev.to · Jimmy Guerrero 👁️ Computer Vision 4mo ago
March 5 - AI, ML and Computer Vision Meetup
Join us on March 5 for the virtual AI, ML and Computer Vision Meetup. Register for the...
Hacker News · rohxnsxngh 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Launch HN: OctaPulse (YC W26) – Robotics and computer vision for fish farming
Hi HN! My name is Rohan and, together with Paul, I’m the co-founder of OctaPulse ( https://www.tryoctapulse.com/ ). We’re building a robotics lay
The AI That Never Forgets — My Vision Agents Hackathon Journey
Dev.to · Vaibhav Shukla 👁️ Computer Vision ⚡ AI Lesson 4mo ago
The AI That Never Forgets — My Vision Agents Hackathon Journey
How I solved video AI's biggest blind spot — amnesia — by building a real-time...
OpenCV Blog 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Preview The Embedded Vision Summit 2026 Conference On OpenCV Live
Join the organizers of the Embedded Vision Summit on this preview webinar for an insider look at the premier conference on practical computer vision and edge AI
Gandalf Vision
Dev.to · Andrey 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Gandalf Vision
Hey! So I spent yesterday diving into that Gandalf Vision library you mentioned—the computer vision...
Building a Custom Augmented Reality Marker Detector with OpenCV
Dev.to · 💻 Arpad Kish 💻 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Building a Custom Augmented Reality Marker Detector with OpenCV
Augmented Reality (AR) bridges the gap between the physical and digital worlds. A foundational step...
How to Build a Desktop Barcode, MRZ & Document Scanner with Electron and JavaScript
Dev.to · Xiao Ling 👁️ Computer Vision ⚡ AI Lesson 4mo ago
How to Build a Desktop Barcode, MRZ & Document Scanner with Electron and JavaScript
Web-based vision SDKs are an excellent fit for Electron: they run entirely in a Chromium renderer...
How to use OpenCV in Python, Make Your Hand Invisible Using OpenCV Magic Effect
Dev.to · Shafqat Awan 👁️ Computer Vision 4mo ago
How to use OpenCV in Python, Make Your Hand Invisible Using OpenCV Magic Effect
As we move into 2026, the demand for real-time computer vision manipulation has shifted from simple filters to seamless augmented reality integrations...
Forget Manual Logs: Building a Real-Time Medication Compliance Auditor with YOLOv10 and TensorRT
Dev.to · Beck_Moulton 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Forget Manual Logs: Building a Real-Time Medication Compliance Auditor with YOLOv10 and TensorRT
Managing multiple medications is a high-stakes challenge, especially for the elderly or patients with...
I Built an AI That Sees Your Screen and Speaks Your Answers, Here's How
Dev.to · Kamaumbugua-dev 👁️ Computer Vision ⚡ AI Lesson 4mo ago
I Built an AI That Sees Your Screen and Speaks Your Answers, Here's How
I Built an AI That Sees Your Screen and Speaks Your Answers — Here's How This post was...
Nano Banana 2: Combining Pro capabilities with lightning-fast speed
DeepMind Blog 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Nano Banana 2: Combining Pro capabilities with lightning-fast speed
Our latest image generation model offers advanced world knowledge, production ready specs, subject consistency and more, all at Flash speed.