Foundations
Computer Vision
Object detection, segmentation, YOLO, CLIP, and vision-language models
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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...

Dev.to · LEGEND'S DaD
👁️ Computer Vision
⚡ AI Lesson
3mo ago
TrueGraphics
TrueGraphics Github Repo Link - https://github.com/LegedsDaD/TrueGraphics TrueGraphics is...

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...

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...

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...

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...

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...

Dev.to · Layth Ayache
👁️ Computer Vision
⚡ AI Lesson
3mo 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...

Dev.to · CaraComp
👁️ Computer Vision
⚡ AI Lesson
3mo ago
When 99% Accurate Still Means Thousands of Wrong Arrests
Biometric Accuracy vs. Investigative Reality For developers working in computer vision (CV) and...

Dev.to · Andrei Vince
👁️ Computer Vision
⚡ AI Lesson
3mo 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...

Dev.to · Joshua Tollette
👁️ Computer Vision
⚡ AI Lesson
3mo 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...

Dev.to · Jimmy Guerrero
👁️ Computer Vision
3mo 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...

Dev.to · Nirvana Lab
👁️ Computer Vision
⚡ AI Lesson
3mo ago
AI-Powered Video Intelligence for Defense Surveillance
Executive Summary Modern defense operations rely heavily on video surveillance from...

Dev.to · Manan Verma
👁️ Computer Vision
⚡ AI Lesson
3mo 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...

Dev.to · CaraComp
👁️ Computer Vision
⚡ AI Lesson
3mo 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...

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...

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...

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%...

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%...

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....

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

Dev.to · Nick
👁️ Computer Vision
⚡ AI Lesson
4mo ago
We built a face swap app that provides evidence that it deletes your photos (not just promise it)
We built a face swap app that provides evidence it deletes your photos (not just promise...

Dev.to · YMori
👁️ Computer Vision
⚡ AI Lesson
4mo ago
3D Skeleton Detection from Baseball Motion Capture Data with Driveline C3D
I analyzed pitching and hitting biomechanics using Driveline OpenBiomechanics C3D data, ezc3d, and MediaPipe. Trunk rotation range showed the strongest correlat

Dev.to · albert nahas
👁️ Computer Vision
4mo ago
Food Image Recognition: How AI Identifies What's on Your Plate
Discover how AI-powered food image recognition accurately identifies and estimates your meals. Explore tech insights and boost your app’s accuracy today!

Dev.to · Jacob Nastaskin
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Building FridgeChef: What I Learned Training a Custom Computer Vision Model with Roboflow
I spend too much time staring at my fridge trying to figure out what to make for dinner. So I built...

Dev.to · Shira S
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Generating SEM Images from Segmentation Masks
Acknowledgements We would like to thank our mentors, Asaf Nisani and Yoav Lebendiker, for...

Dev.to · Paul Robertson
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Computer Vision for Web Developers: Build an Image Recognition App with TensorFlow.js
Learn to build a complete image recognition web app using TensorFlow.js with real-time webcam classification and object detection. Includes practical code examp

Dev.to · 💻 Arpad Kish 💻
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Exploring conv-kmeans-lab: A C++ Tool for CIELAB Image Color Segmentation
Image segmentation is a fundamental task in computer vision, and grouping pixels by color is one of...

Dev.to · Maulik Sompura
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Stop Manual Segmentation: Meet NotumAi - An Open-Source AI Annotation Tool
If you've ever built a computer vision model, you know this truth: Data annotation is the slowest,...

Dev.to · VeritasChain Standards Organization (VSO)
👁️ Computer Vision
⚡ AI Lesson
4mo ago
How We Built Multi-Modal Screen Detection for Cryptographic Evidence Capture: VeraSnap
TL;DR: We built a system that uses LiDAR depth analysis, moiré pattern detection, rolling shutter...

Dev.to · The Pragamatic Architect
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Decision AI for Enterprise: How CNN-Based Deep Learning Automates Visual Classification at Scale
Bird Identification using Convolutional Neural Network Why Decision AI Is the Real...

Dev.to · Luigi | Full Stack Web Developer
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Why every aspiring developer should understand the CPU and RAM
Today I officially started my journey into the world of JavaScript. Many people start by...

Dev.to · Rijul Rajesh
👁️ Computer Vision
4mo ago
Image Classification with CNNs – Part 3: Understanding Max Pooling and Results
In the previous article, we were going through the creation of feature map. In this article we will...
![Gemini 3 Agentic Vision: Moving Beyond Simple Image Prompting [GDE]](https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fia5icng6uwxfi1h9vkkt.jpeg)
Dev.to · Connie Leung
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Gemini 3 Agentic Vision: Moving Beyond Simple Image Prompting [GDE]
The Pain Point: The Invisible World of the "Granular" Masterpiece When a postcard miniaturizes a...

Dev.to · Yuvan Shankar
👁️ Computer Vision
4mo ago
EXPLORING OCR MODEL AND BACKEND SUPPORT IN PYTHON
Optical Character Recognition (OCR) is a technology that converts images, scanned documents, or PDFs...

Dev.to · Rijul Rajesh
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Image Classification with Convolutional Neural Networks – Part 2: Creating a Feature Map
In the previous article, we saw why we need convolutional neural networks for solving the image...

Dev.to · Tova A
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Cleaning Up Complexity: Preprocessing Attribution Maps for Better Evaluation
I wanted to compare attribution maps from different XAI methods for vision models, using the...
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