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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
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Build a Stable Diffusion inference pipeline
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Writing a "Hello, Triangle!" with Metal 4 and exclusively C++
Dev.to · Javier Salcedo 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Writing a "Hello, Triangle!" with Metal 4 and exclusively C++
This article was initially published here This article will serve as both a tutorial for those who...
Image Classification with Convolutional Neural Networks – Part 1: Why We Need CNNs
Dev.to · Rijul Rajesh 👁️ Computer Vision ⚡ AI Lesson 4mo ago
Image Classification with Convolutional Neural Networks – Part 1: Why We Need CNNs
In this article, we will explore image classification using convolutional neural networks. For this,...
What is OCR? (And 4 Real-World Use Cases)
Dev.to · Resumemind 👁️ Computer Vision 5mo ago
What is OCR? (And 4 Real-World Use Cases)
What is OCR? OCR stands for Optical Character Recognition. In simple terms, it is the...
2026 Complete Guide: How to Use GLM-OCR for Next-Gen Document Understanding
Dev.to · Sienna 👁️ Computer Vision 5mo ago
2026 Complete Guide: How to Use GLM-OCR for Next-Gen Document Understanding
🎯 Core Takeaways (TL;DR) GLM-OCR is a 0.9B-parameter multimodal OCR model built on the...
"Semantic Chaining" Bypasses Multimodal AI Safety Filters
Dev.to · Alessandro Pignati 👁️ Computer Vision 5mo ago
"Semantic Chaining" Bypasses Multimodal AI Safety Filters
Ever wondered how "unbreakable" AI safety filters actually are? As developers, we’re often told that...
Multimodal RAG in Action: Building a Skin Health Assistant with CLIP and Milvus
Dev.to · Beck_Moulton 👁️ Computer Vision 5mo ago
Multimodal RAG in Action: Building a Skin Health Assistant with CLIP and Milvus
In the world of AI, we've moved far beyond simple text-based search. But when it comes to healthcare,...
🎯 YOLOトレーニング実践
Dev.to · TK Lin 👁️ Computer Vision 5mo ago
🎯 YOLOトレーニング実践
YOLO動物認識トレーニング実践:0から80%精度への完全ガイド 和心村 AI Director 技術ノート #2 🎯...
🎯 YOLO訓練實戰
Dev.to · TK Lin 👁️ Computer Vision 5mo ago
🎯 YOLO訓練實戰
YOLO 動物辨識訓練實戰:從 0 到 80% 準確率的完整指南 和心村 AI Director 技術筆記 #2 🎯 目標:讓 AI...
The GreenEyes.AI Vision Stack: A Hybrid Pipeline for Object Labeling and Feature-Based Recognition
Dev.to · 💻 Arpad Kish 💻 👁️ Computer Vision 5mo ago
The GreenEyes.AI Vision Stack: A Hybrid Pipeline for Object Labeling and Feature-Based Recognition
Introduction In the rapidly evolving landscape of computer vision, the challenge often...
Get Started With Image Classification in Kaggle using Python
Dev.to · Debajyati Dey 👁️ Computer Vision 5mo ago
Get Started With Image Classification in Kaggle using Python
WHAT KAGGLE IS Kaggle is a fantastic and great platform for enthusiastic Data Science...
Detecting Objects in Images from Any Text Prompt (Not Fixed Classes)
Dev.to · Eyasu Asnake 👁️ Computer Vision 5mo ago
Detecting Objects in Images from Any Text Prompt (Not Fixed Classes)
Most object detection systems assume a fixed label set: train a model on COCO, Open Images, or a...
Did You Know CLIP Works as an AI Image Detector?
Dev.to · Jason Peterson 👁️ Computer Vision 5mo ago
Did You Know CLIP Works as an AI Image Detector?
OpenAI's CLIP model was trained to match images with text descriptions. But here's something...
Building a Production-Ready Traffic Violation Detection System with Computer Vision
Dev.to · Harris Bashir 👁️ Computer Vision 5mo ago
Building a Production-Ready Traffic Violation Detection System with Computer Vision
Traffic monitoring and violation detection is a classic computer vision problem that looks...
Beyond Image Labels: Estimating Food Portions and Calories using Grounding DINO + SAM
Dev.to · Beck_Moulton 👁️ Computer Vision 5mo ago
Beyond Image Labels: Estimating Food Portions and Calories using Grounding DINO + SAM
Ever tried those calorie tracking apps where you have to manually search for "medium-sized chicken...
Multimodal AI: Why Text-Only Models Are Already Dead!
Dev.to · SATINATH MONDAL 👁️ Computer Vision 5mo ago
Multimodal AI: Why Text-Only Models Are Already Dead!
Vision, audio, video, and text in a single AI model. Here's why multimodal AI is revolutionizing development and how to build with it today.
Why Rust?
Dev.to · Cyrus Tse 👁️ Computer Vision 6mo ago
Why Rust?
"Every programmer remembers the first time their program crashed with a segmentation fault. Or...
KNN Algorithm from Scratch -Cat vs Dog Image Classification in Python (Complete Experiment)
Dev.to · Yogender 👁️ Computer Vision 6mo ago
KNN Algorithm from Scratch -Cat vs Dog Image Classification in Python (Complete Experiment)
🧠 KNN Algorithm from Scratch — Real Image Classification Experiment I recently built a...
Laravel Face Recognition and Authentication
Dev.to · Pius oruko 👁️ Computer Vision 6mo ago
Laravel Face Recognition and Authentication
Introduction A recurring security and usability issue with web applications is passwords. They are...
From Prototype to Production: Building a Multimodal Video Search Engine
Dev.to · Jason Peterson 👁️ Computer Vision 6mo ago
From Prototype to Production: Building a Multimodal Video Search Engine
In my last post, I wrote about the unreasonable effectiveness of model stacking for media...
AI Clothes Changer Models Explained: Diffusion, Segmentation
Dev.to · FreePixel 👁️ Computer Vision 6mo ago
AI Clothes Changer Models Explained: Diffusion, Segmentation
AI clothes changer models are the systems that make realistic outfit swapping in images possible....
Computer vision for code: What PVS-Studio saw in OpenCV
Dev.to · Unicorn Developer 👁️ Computer Vision 6mo ago
Computer vision for code: What PVS-Studio saw in OpenCV
What do computer vision and static analysis have in common? Both seek meaning in data. OpenCV finds...
Building an Event-Driven OCR Service: Challenges and Solutions
Dev.to · Rajesh Pethe 👁️ Computer Vision 6mo ago
Building an Event-Driven OCR Service: Challenges and Solutions
Optical Character Recognition (OCR) is a powerful AI/ML technology that recognizes and extracts text...
How I Built a Computer Vision Chess Board Detector
Dev.to · MD ABUBAKAR 👁️ Computer Vision 6mo ago
How I Built a Computer Vision Chess Board Detector
I Built a Chess Scanner That Converts Any Chess Image Into a FEN + Analyzes Games Like Chess.com 👉...
Building a Unified Benchmarking Pipeline for Computer Vision — Without Rewriting Code for Every Task
Dev.to · Michal S 👁️ Computer Vision 7mo ago
Building a Unified Benchmarking Pipeline for Computer Vision — Without Rewriting Code for Every Task
This project was developed as part of the Extra-Tech Computer Vision Bootcamp, in collaboration with...
Multimodal Agents and Their Applications
Dev.to · pranav s 👁️ Computer Vision 7mo ago
Multimodal Agents and Their Applications
Multimodal Agents and Their Applications Author: Pranav S - 2025-12-01 ...
Why this ESP32-CAM Became My New Favorite Module
Dev.to · Rifat 👁️ Computer Vision 7mo ago
Why this ESP32-CAM Became My New Favorite Module
For the last six months, I have been working with various AI projects, including object detection,...
Build a Face Detection App with Python OOP — From Zero to Pro(part-3)
Dev.to · MohammadReza Mahdian 👁️ Computer Vision 7mo ago
Build a Face Detection App with Python OOP — From Zero to Pro(part-3)
Part 3: OpenCVBase — Designing a Clean Parent Class Why Create a Base...
2025 Complete Guide: In-Depth Analysis of ERNIE-4.5-VL-28B-A3B-Thinking Multimodal AI Model
Dev.to · cz 👁️ Computer Vision 7mo ago
2025 Complete Guide: In-Depth Analysis of ERNIE-4.5-VL-28B-A3B-Thinking Multimodal AI Model
🎯 Key Takeaways (TL;DR) Lightweight & Efficient: Activates only 3B parameters while...
From Text to Live Video: How We Built a Serverless Multimodal Logistics AI on Google Cloud Run
Dev.to · Michael G. Inso 👁️ Computer Vision 8mo ago
From Text to Live Video: How We Built a Serverless Multimodal Logistics AI on Google Cloud Run
The logistics industry runs on information. From tracking numbers on a crumpled label to complex...
Evita el problema N+1 en validaciones de Laravel
Dev.to · Andres Daza 👁️ Computer Vision 8mo ago
Evita el problema N+1 en validaciones de Laravel
El problema oculto detrás de las validaciones masivas Cuando validamos arrays de datos en...
Real-Time Face Recognition Attendance — QR Access & Google Sheets Integration
Dev.to · Akshaya Reddy Annareddy 👁️ Computer Vision 8mo ago
Real-Time Face Recognition Attendance — QR Access & Google Sheets Integration
🚀 This project automates classroom attendance using Face Recognition (MTCNN + FaceNet) integrated...
⚡ I'd like to recommend the 'Audio Segmentation Toolkit' (AS
Dev.to · Dr. Carlos Ruiz Viquez 👁️ Computer Vision 8mo ago
⚡ I'd like to recommend the 'Audio Segmentation Toolkit' (AS
⚡ I'd like to recommend the 'Audio Segmentation Toolkit' (AST), an open-source library that shines in...
Daft vs Ray Data: A Comprehensive Comparison for Multimodal Data Processing
Dev.to · YK Sugi 👁️ Computer Vision 8mo ago
Daft vs Ray Data: A Comprehensive Comparison for Multimodal Data Processing
Multimodal AI workloads break traditional data engines. They need to embed documents, classify...
**The Hidden Pitfall of Multimodal Fusion: Avoid Over-weight
Dev.to · Dr. Carlos Ruiz Viquez 👁️ Computer Vision 8mo ago
**The Hidden Pitfall of Multimodal Fusion: Avoid Over-weight
The Hidden Pitfall of Multimodal Fusion: Avoid Over-weighting a Single Modality When working with...
**The Dark Side of Computer Vision: How Adversarial Examples
Dev.to · Dr. Carlos Ruiz Viquez 👁️ Computer Vision 8mo ago
**The Dark Side of Computer Vision: How Adversarial Examples
The Dark Side of Computer Vision: How Adversarial Examples Can Fool Even the Most Advanced...
Beats as Objects: A Computer Vision Hack for Music Analysis by Arvind Sundararajan
Dev.to · Arvind SundaraRajan 👁️ Computer Vision 8mo ago
Beats as Objects: A Computer Vision Hack for Music Analysis by Arvind Sundararajan
Beats as Objects: A Computer Vision Hack for Music Analysis \Struggling to accurately...
Hello Guys Anyone working live video feed analysis using Computer vision i need help in terms of technical part looking to talk further and discuss.
Dev.to · anujpatel2899 👁️ Computer Vision 8mo ago
Hello Guys Anyone working live video feed analysis using Computer vision i need help in terms of technical part looking to talk further and discuss.
A post by anujpatel2899
What is a Model Serving Framework? A Simple Guide
Dev.to · Sohan Lal 👁️ Computer Vision 8mo ago
What is a Model Serving Framework? A Simple Guide
Have you ever wondered how artificial intelligence (AI) apps work? When you use a face recognition...
Face Detection in Python Using OpenCV HAAR CASCADE Method
Dev.to · Debajyati Dey 👁️ Computer Vision 8mo ago
Face Detection in Python Using OpenCV HAAR CASCADE Method
Let's learn about face detection in Python using the OpenCV library. Introduction OpenCV...
Quantum Weaving: Supercharging Multimodal AI Without the Exponential Overhead
Dev.to · Arvind SundaraRajan 👁️ Computer Vision 9mo ago
Quantum Weaving: Supercharging Multimodal AI Without the Exponential Overhead
Quantum Weaving: Supercharging Multimodal AI Without the Exponential Overhead Imagine...
Quantum Weaving: A New Era of Multimodal AI by Arvind Sundararajan
Dev.to · Arvind SundaraRajan 👁️ Computer Vision 9mo ago
Quantum Weaving: A New Era of Multimodal AI by Arvind Sundararajan
Quantum Weaving: A New Era of Multimodal AI Imagine trying to understand a movie scene...
Vision Transformer (ViT) from Scratch in PyTorch
Dev.to · anesmeftah 👁️ Computer Vision ⚡ AI Lesson 9mo ago
Vision Transformer (ViT) from Scratch in PyTorch
For years, Convolutional Neural Networks (CNNs) ruled computer vision. But since the paper “An Image...
See the Unseen: Blending Fisheye and Pinhole Vision for Next-Gen 3D Scanning
Dev.to · Arvind SundaraRajan 👁️ Computer Vision ⚡ AI Lesson 9mo ago
See the Unseen: Blending Fisheye and Pinhole Vision for Next-Gen 3D Scanning
See the Unseen: Blending Fisheye and Pinhole Vision for Next-Gen 3D Scanning Ever...
Unlock the World in 3D: AI Bridges the Depth Gap Between Phone Cameras
Dev.to · Arvind SundaraRajan 👁️ Computer Vision ⚡ AI Lesson 9mo ago
Unlock the World in 3D: AI Bridges the Depth Gap Between Phone Cameras
Unlock the World in 3D: AI Bridges the Depth Gap Between Phone Cameras Imagine creating...
From Pixels to 3D: Demystifying COLMAP and Building Real-World Reconstructions
Dev.to · M.Azeem 👁️ Computer Vision ⚡ AI Lesson 9mo ago
From Pixels to 3D: Demystifying COLMAP and Building Real-World Reconstructions
Have you ever looked at a set of photos and wondered how they could come together to form a full 3D...
😮‍💨 I created my own face recognition system
Dev.to · techtech 👁️ Computer Vision ⚡ AI Lesson 9mo ago
😮‍💨 I created my own face recognition system
Building a Privacy-First Face Recognition System That Actually Works 🔍 ...
Learning OpenGL Part 1: Hello Window – Textures
Dev.to · NoticeableSmeh 👁️ Computer Vision ⚡ AI Lesson 9mo ago
Learning OpenGL Part 1: Hello Window – Textures
OpenGL: Catching up. Hi my name is William de Try and I am a game dev student at Stockholm...
Marching Neurons: Unleashing High-Fidelity 3D Geometry from Neural Networks
Dev.to · Arvind SundaraRajan 👁️ Computer Vision ⚡ AI Lesson 9mo ago
Marching Neurons: Unleashing High-Fidelity 3D Geometry from Neural Networks
Marching Neurons: Unleashing High-Fidelity 3D Geometry from Neural Networks Ever struggled...