Foundations
Computer Vision
Object detection, segmentation, YOLO, CLIP, and vision-language models
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Dev.to · Chinmai Gowda
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Why My Smart Security Camera Was Actually Pretty Dumb (Until I Gave It Memory)
How I Built a Store Surveillance System That Remembers Every Face It's Ever Flagged Most retail...

Dev.to · Varshini j Patil
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Why my Smart Security Camera Was Actually Pretty Dumb(Until I Gave it Memory)
How I Built a Store Surveillance System That Remembers Every Face It's Ever Flagged Most retail...

Dev.to · Roberto Belotti
👁️ Computer Vision
⚡ AI Lesson
1mo ago
How I Built a Drone-Based Crack Detection Pipeline on AWS
Edge inference, S3 ingestion, and the architecture trade-offs nobody warns you about when you move computer vision to the cloud.

Dev.to · yubin yang
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Rasterization Using Bresenham Algorithm and Scanline Algorithm
1. Overview Bresenham algorithm is the fastest algorithm for drawing straight lines on a...

Dev.to · Alessandro Binda
👁️ Computer Vision
⚡ AI Lesson
1mo ago
OCR Intelligente per Documenti Aziendali: Architettura e Lezioni dal Campo
L'OCR (Optical Character Recognition) per testo stampato moderno è un problema risolto da decenni....

Dev.to · hassaan-syed
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Why Your Computer Reads Numbers Backwards: Byte Order Explained
What is Byte Order? Before understanding byte order, we need to understand one thing: A byte = 8...

Dev.to · CaraComp
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Deepfakes Fooled Your Eyes. They Can't Fool Geometry.
analyzing the geometric inconsistencies in synthetic imagery For developers in the computer vision...

Dev.to · CaraComp
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Inside the 5-Second Facial Scan That Could Replace Your ID at the Bar
Implementing biometric verification at scale is no longer a theoretical exercise for high-security...

Dev.to · SUMIT KUMAR MANDAL
👁️ Computer Vision
⚡ AI Lesson
1mo ago
How Self-Driving Cars Understand Traffic: AI Vision Explained
🚗 How Self-Driving Cars Understand Traffic: AI Vision Explained Imagine a car that can drive itself,...

Dev.to · TAMAL MAJI
👁️ Computer Vision
⚡ AI Lesson
1mo ago
How Self-Driving Cars See the Road: Computer Vision Explained
🚗 How Self-Driving Cars See the Road: Computer Vision Explained Imagine sitting inside a car with NO...

Dev.to · Edward Obar Cabigting
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Building a License Plate Recognition Engine in C++ — Part 1: Image Loading and Core LPR Data Structures
In this series, I’ll build a License Plate Recognition (LPR) engine step by step in C++. The goal is...

Dev.to · keeper
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Printsight v0.2 — Now Shows Exactly Where Your 3D Print Defects Are
New annotated image output — red circles on stringing, yellow bands on layer issues, blue markers on warped corners

Dev.to · keeper
👁️ Computer Vision
⚡ AI Lesson
1mo ago
3D Print Stringing: Causes, Fixes, and How to Detect It Automatically
Complete guide to understanding and fixing 3D print stringing — from retraction tuning to automated detection with computer vision.

Dev.to · keeper
👁️ Computer Vision
⚡ AI Lesson
1mo ago
I Built a CLI That Detects 3D Print Defects from a Single Photo — No ML Required
Printsight — detect stringing, layer issues, and warping from a photo using pure OpenCV. No training data, no GPU.

Dev.to · Lich Priest
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Deploying a Real-Time Object Detection API with YOLOv8 and FastAPI
A step‑by‑step guide to train, containerize, and serve a custom YOLOv8 model with low‑latency FastAPI endpoints, Docker, and GitHub Actions

Dev.to · whitetirocket
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Validating Passport Photos for 3 of the Strictest Government Portals (India, China, US)
Validating Passport Photos for 3 of the Strictest Government Portals (India, China,...

Dev.to · Benjamin Pires
👁️ Computer Vision
⚡ AI Lesson
1mo ago
On-Device Pose Estimation on iOS: What Actually Works in Production (Not Just Research Papers)
Research papers on pose estimation show impressive accuracy numbers. Production apps on consumer...

Dev.to · BMBrick
👁️ Computer Vision
⚡ AI Lesson
1mo ago
How I Built a Perceptual Color Quantization Engine for LEGO Mosaics
The Problem Converting a photo into a LEGO mosaic sounds simple: resize the image, find...

Dev.to · 𝗔𝗷𝗮𝘆 𝗦𝗼𝗻𝗶
👁️ Computer Vision
⚡ AI Lesson
1mo ago
VXN-RAMNet (VisionX Routine Adaptive Memory Network)
What if navigation systems could remember routes visually instead of depending entirely on...

Dev.to · yqqwe
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Bedah Arsitektur Media TikTok: Membangun Engine Ekstraksi Video Tanpa Watermark Berperforma Tinggi
Pendahuluan Sebagai software engineer, kita sering terpukau oleh bagaimana platform skala...

Dev.to · CaraComp
👁️ Computer Vision
⚡ AI Lesson
2mo ago
UK Scanned 1.7M Faces. Seven Regulators Can't Agree on the Rules.
The growing regulatory gap in computer vision The news that the Metropolitan Police scanned 1.7...

Dev.to · Todd Sullivan
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Building an Offline-First Livestock Counter with YOLOv8 and CoreML
I built a livestock counting app for smallholders. No internet required, no subscription, no server....

Dev.to · yqqwe
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Deconstructing the TikTok Media Stack: Building a High-Performance, No-Watermark Extraction Engine
Introduction As developers, we are often fascinated by how global-scale platforms manage...

Dev.to · Frank Boucher ☁
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Apps That See: Bringing Vision AI to Your Projects
I was wearing a t-shirt with a partial Reka logo at the edge of the frame. I never said the word...

Dev.to · Todd Sullivan
👁️ Computer Vision
⚡ AI Lesson
2mo ago
YOLOv8 + CoreML on iOS: Shipping Offline Computer Vision That Actually Works in the Field
YOLOv8 nano + CoreML + Apple Neural Engine — building an offline-first livestock counter and what I learned about confidence thresholds, coordinate flips, and e

Dev.to · muhammed shahid
👁️ Computer Vision
⚡ AI Lesson
2mo ago
How to Computes CLAHE Parameters Dynamically for Every Image.
No sliders. No presets. Just math that listens to your image. If you've ever used CLAHE (Contrast...

Dev.to · Muhammad umair akram
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Fine-tuning YOLOv11 to detect stamps and signatures on banking documents - a practical walkthrough
Every day, banking ops teams manually review thousands of documents - loan applications, KYC forms,...

Dev.to · Muhammad umair akram
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Fine-tuning YOLOv11 to detect stamps and signatures on banking documents - a practical walkthrough
Every day, banking ops teams manually review thousands of documents - loan applications, KYC forms,...

Dev.to · Calvin Z
👁️ Computer Vision
⚡ AI Lesson
2mo ago
How I Got MediaPipe Face Landmarker Running in the Browser with Zero Build Tools (And the Import Bug That Wasted My Week)
I built facecalculators.com a free, privacy-first face shape detector that runs entirely in the...

Dev.to · Jimmy Guerrero
👁️ Computer Vision
⚡ AI Lesson
2mo ago
May 1 - Best of WACV 2026
Join us on May 1 for day two of the Best of WACV 2026 series of virtual events. Register for the...

Dev.to · CaraComp
👁️ Computer Vision
⚡ AI Lesson
2mo ago
One Frame Fools You. Three Frames Catch the Deepfake.
Analyzing the geometric failure points of synthetic media For developers working in computer vision...

Dev.to · Silicon Signals
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Edge AI Camera Design: Integrating Vision at the Edge
Rethinking Cameras The conventional camera was meant to record and store video content....

Dev.to · Jimmy Guerrero
👁️ Computer Vision
⚡ AI Lesson
2mo ago
April 30 - Best of WACV 2026 (Day 1)
Join us on April 30 for day one of the Best of WACV 2026 series of virtual events. Register for...

Dev.to · GANGIREDDIGARI MITHUN PRAKASH REDDY
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Computer Vision–Based Injury Detection and First-Aid Guidance System
Introduction In today’s fast-paced world, getting quick medical guidance for minor skin...

Dev.to · Dixit Angiras
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Building OCR Solutions That Actually Work in Production (Not Just Demos)
Most developers have tried OCR at some point. You pick a library, run it on a PDF, extract text… and...

Dev.to · Deen Jimoh
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Real-Time Face Liveness in React Native: Vision Camera, Worklets, and ML Kit
If you’ve ever shipped a KYC, onboarding, or account-recovery flow, you’ve run into the liveness...

Dev.to · Sourabh Joshi
👁️ Computer Vision
⚡ AI Lesson
2mo ago
I Spent 6 Months Trying to See Time in Videos. Here's What Finally Worked.
Originally published on Medium. Let me start with a confession: my first attempt at building a...

Dev.to · Bongho Tae
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Seeing Fast and Slow: Learning the Flow of Time in Videos
Seeing Fast and Slow: Learning the Flow of Time in Videos Time is everywhere in video —...

Dev.to · byeval
👁️ Computer Vision
⚡ AI Lesson
2mo ago
How To Auto-Detect QR Codes, Signatures, and License Plates In The Browser
How to combine BarcodeDetector, OCR heuristics, and pixel analysis into one browser-side reviewable privacy workflow.

Dev.to · hemanth kumar
👁️ Computer Vision
⚡ AI Lesson
2mo ago
I Built a Video AI That Sees Like a Human - Not Like a Computer
Most video AI works like this: Look at frame 1 → detect objects → done. Look at frame 2 → detect...
OpenCV Blog
👁️ Computer Vision
⚡ AI Lesson
2mo ago
How P&G Uses AI to Understand Human Behavior
Computer vision isn’t just for self-driving cars and robots. At Procter & Gamble, it’s helping researchers understand human behavior, generate synthetic data, a

Dev.to · Aman Shekhar
👁️ Computer Vision
⚡ AI Lesson
2mo ago
The AI School Bus Camera Company Blanketing America in Tickets
Ever find yourself sitting in traffic, cursing under your breath because a school bus has stopped...
OpenCV Blog
👁️ Computer Vision
⚡ AI Lesson
2mo ago
The Holographic Future Is Here. See It at OSCCA.
For decades, the hologram was a promise. A thing of science fiction. Something always just around the corner. Shawn Frayne decided to stop waiting. As co-founde

Dev.to · João Vitor Nascimento Mendonca
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Mitigating I/O Bottlenecks in Event-Driven Architectures: A Deep Dive into Backpressure and Resiliency
By: João Vitor Nascimento De Mendonça Originally published in...

Dev.to · FORUM WEB
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Three.js: Püf Noktaları - Detaylı Teknik Analiz Rehberi 2026
Three.js'in Tarihçesi ve Gelişimi Three.js, 2010 yılında Ricardo Cabello (Mr. doob) tarafından...

Dev.to · CaraComp
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Deepfakes Surged 2,137%. Courts Rewrote the Rules. Investigators Didn't.
The reality of synthetic identity fraud in 2025 For developers building in the computer vision (CV)...

Dev.to · Vidya
👁️ Computer Vision
⚡ AI Lesson
2mo ago
ASCII Value
Computers only understand numbers. So how do they handle letters, punctuation, and symbols? ASCII —...

Dev.to · beefed.ai
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Fast BVH Construction for Real-Time Ray Tracing
GPU-friendly BVH builders (LBVH/HLBVH), memory layouts, and update strategies to maximize ray throughput and minimize build time.
DeepCamp AI