Foundations

Computer Vision

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

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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 (1,228) Articles (397)Blog Posts (263)Tutorials (83)Research Papers (469)News (16)
Real-time video classification with PaliGemma: architecture patterns for low-latency VLM inference
Dev.to · Pasquale Molinaro 👁️ Computer Vision ⚡ AI Lesson 1mo ago
Real-time video classification with PaliGemma: architecture patterns for low-latency VLM inference
In a previous article, we benchmarked three open-source Vision-Language Models on zero-shot object...
Apple Research Releases LiTo: An Image to 3D Generator
Medium · LLM 👁️ Computer Vision ⚡ AI Lesson 1mo ago
Apple Research Releases LiTo: An Image to 3D Generator
LiTo is a Surface Light Field Tokenization model that generates 3D geometry and viewpoints from a 2D image Continue reading on Mac O’Clock »
I Built a Text-to-Image Search Engine That Runs Entirely in the Browser
Dev.to · Devanshu Biswas 👁️ Computer Vision ⚡ AI Lesson 1mo ago
I Built a Text-to-Image Search Engine That Runs Entirely in the Browser
Day 38 of TechFromZero. CLIP, the model behind half of modern computer vision, runs in your browser today. No server, no API key, no upload. Type a phrase, find
cv3 — make OpenCV pythonic again
Medium · AI 👁️ Computer Vision ⚡ AI Lesson 1mo ago
cv3 — make OpenCV pythonic again
TL;DR cv3 is a Pythonic wrapper for OpenCV that simplifies computer vision tasks by providing more intuitive interfaces and eliminating… Continue reading on Med
cv3 — make OpenCV pythonic again
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1mo ago
cv3 — make OpenCV pythonic again
TL;DR cv3 is a Pythonic wrapper for OpenCV that simplifies computer vision tasks by providing more intuitive interfaces and eliminating… Continue reading on Med
cv3 — make OpenCV pythonic again
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 1mo ago
cv3 — make OpenCV pythonic again
TL;DR cv3 is a Pythonic wrapper for OpenCV that simplifies computer vision tasks by providing more intuitive interfaces and eliminating… Continue reading on Med
Per-pixel bounding-box regression + DBSCAN for handwritten word detection - visual walkthrough of WordDetectorNet [P]
Reddit r/MachineLearning 👁️ Computer Vision ⚡ AI Lesson 1mo ago
Per-pixel bounding-box regression + DBSCAN for handwritten word detection - visual walkthrough of WordDetectorNet [P]
<img src="https://preview.redd.it/qnfoh3sqjx2h1.png?width=140&height=94&auto=webp&s=e72cb3f3e061a1362a9bd5111d9e919341d48acb" alt="Per-pixel boundin
Tile Extractor
Dev.to · somyabhalani 👁️ Computer Vision ⚡ AI Lesson 1mo ago
Tile Extractor
Parsing the Unparsable: Building a Layout-Aware Computer Vision Pipeline for 50,000+ Stone...
Build a Poker Hand Scanner: Card Recognition API Guide
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 1mo ago
Build a Poker Hand Scanner: Card Recognition API Guide
Integrating a dedicated card recognition api into your workflow empowers software teams to inject production-ready computer vision into… Continue reading on Obj
SentinelML
Medium · AI 👁️ Computer Vision ⚡ AI Lesson 1mo ago
SentinelML
A modular, open-source framework for real-time firearm detection and alerting using YOLOv8 and cloud-native infrastructure. Continue reading on Medium »
SentinelML
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1mo ago
SentinelML
A modular, open-source framework for real-time firearm detection and alerting using YOLOv8 and cloud-native infrastructure. Continue reading on Medium »
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 1mo ago
sen2p: Download Sentinel-2 Imagery Without API Keys or Extra Setup
A lightweight Python library that makes Sentinel-2 imagery easier to search and download. Continue reading on GeoAI »
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
A Camera-Cooperative ISAC Framework for Multimodal Non-Cooperative UAVs Sensing
arXiv:2605.22090v1 Announce Type: new Abstract: The detection of non-cooperative unmanned aerial vehicles (UAVs) presents significant challenges for Integrated
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
Echo4DIR: 4D Implicit Heart Reconstruction from 2D Echocardiography Videos
arXiv:2605.22066v1 Announce Type: cross Abstract: Reconstructing 4D (3D+t) cardiac geometry from sparse 2D echocardiography is highly desirable yet fundamentall
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
Diffusion-guided Generalizable Enhancer for Urban Scene Reconstruction
arXiv:2605.22420v1 Announce Type: cross Abstract: Urban scene reconstruction from real-world observations has emerged as a powerful tool for self-driving develo
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
Making the Discrete Continuous: Synthetic RAW Augmentations for Fine-Grained Evaluation of Person Detection Performance in Low Light
arXiv:2605.22455v1 Announce Type: cross Abstract: Real-world deployment of AI vision models is both fueled and limited by the data available for training and te
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
SceneAligner: 3D-Grounded Floorplan Localization in the Wild
arXiv:2605.22581v1 Announce Type: cross Abstract: Many public buildings provide floorplans with a "you are here" indicator to help visitors orient themselves. F
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
Swift Sampling: Selecting Temporal Surprises via Taylor Series
arXiv:2605.22678v1 Announce Type: cross Abstract: While most frames in long-form video are redundant, the critical information resides in temporal surprises: mo
OpenLiDARViewer: A Browser-Based LiDAR and Point-Cloud Viewer
Dev.to · Alex U 👁️ Computer Vision ⚡ AI Lesson 1mo ago
OpenLiDARViewer: A Browser-Based LiDAR and Point-Cloud Viewer
Rendering LiDAR Scans in the Browser Without Uploading Anything Most point-cloud workflows...
Stop retraining YOLO: a developer’s guide to zero-shot object detection with generative VLMs
Dev.to · Pasquale Molinaro 👁️ Computer Vision ⚡ AI Lesson 1mo ago
Stop retraining YOLO: a developer’s guide to zero-shot object detection with generative VLMs
If you have ever maintained a computer vision pipeline in a factory, warehouse, or construction site,...
MonoSense Part 2: The Math and Physics Behind the Pipeline
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 1mo ago
MonoSense Part 2: The Math and Physics Behind the Pipeline
When neural networks aren’t enough and you have to go back to old school methods. Continue reading on Medium »
R-CNN : The Foundation of Deep Learning-Based Object Detection
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 1mo ago
R-CNN : The Foundation of Deep Learning-Based Object Detection
Object detection is one of the most important tasks in computer vision. Unlike image classification, where the goal is only to identify… Continue reading on Med
Stop retraining YOLO: a developer’s guide to zero-shot object detection with generative VLMs
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1mo ago
Stop retraining YOLO: a developer’s guide to zero-shot object detection with generative VLMs
If you have ever maintained a computer vision pipeline in a factory, warehouse, or construction site, you already know the drill. Continue reading on Medium »
OpenCV Isn’t Magic — It’s Just Teaching Computers to See
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 1mo ago
OpenCV Isn’t Magic — It’s Just Teaching Computers to See
Why most real-world computer vision systems rely on more than just AI models Continue reading on Towards AI »
HiDream Skeleton Mode: Prompt Beats OpenPose Ref — 8 Patterns Benchmarked
Dev.to · shinji shimizu 👁️ Computer Vision ⚡ AI Lesson 1mo ago
HiDream Skeleton Mode: Prompt Beats OpenPose Ref — 8 Patterns Benchmarked
Benchmarking HiDream-O1-Image skeleton mode across 8 patterns reveals 3 counterintuitive findings about openpose refs, resolution drops, and shift values.
Sera Toprağından Yapay Zekaya: YOLOv11, Jetson Nano ve Hasat Robotları ile Otonom Tarımın…
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 1mo ago
Sera Toprağından Yapay Zekaya: YOLOv11, Jetson Nano ve Hasat Robotları ile Otonom Tarımın…
YOLOv11, NVIDIA Jetson Nano ve Hasat Robotları — Bir Bilgisayarlı Görü Mühendisliği Hikâyesi Continue reading on Medium »
VIEW3 — IA y visión artificial aplicada a procesos en tiempo real
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1mo ago
VIEW3 — IA y visión artificial aplicada a procesos en tiempo real
Procesamiento inteligente de imágenes y automatización orientada a monitoreo, detección de eventos y análisis predictivo. Continue reading on Medium »
Medium · Programming 👁️ Computer Vision ⚡ AI Lesson 1mo ago
What Is the Translator Between Humans and Computers? ASCII!
Hey, Folks :) From my previous article, How Does a Computer Understand Text Like “Hi!”? You already know that a computer’s CPU only… Continue reading on Medium
Computer Vision Yolculuğu — Gün 6: OpenCV ve MediaPipe ile Gesture Logic Sistemleri
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 1mo ago
Computer Vision Yolculuğu — Gün 6: OpenCV ve MediaPipe ile Gesture Logic Sistemleri
Computer Vision projelerinde yalnızca el tespiti yapmak çoğu zaman yeterli değildir. Continue reading on Medium »
Building a Real-Time Camera Classifier
Dev.to · Jasmanbir Singh 👁️ Computer Vision ⚡ AI Lesson 1mo ago
Building a Real-Time Camera Classifier
Building a Real-Time Camera Classifier Ever wonder how modern interactive displays in...
I Built a 7-Stage OCR Pipeline to Make Gemini Vision Actually Reliable
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 1mo ago
I Built a 7-Stage OCR Pipeline to Make Gemini Vision Actually Reliable
We all know LLMs are powerful. But they’re also probabilistic — and that’s the problem. The real job of an AI engineer isn’t just to call… Continue reading on M
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
Pixel Wised Lesion Prediction on COVID-19 CT Imagery: A Comparative Analysis of Automated Image Segmentation Architectures
arXiv:2605.20459v1 Announce Type: cross Abstract: In recent years, there has been a notable increase in the level of attention that is given to algorithms based
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
Faster or Stronger: Towards Flexible Visual Place Recognition via Weighted Aggregation and Token Pruning
arXiv:2605.20551v1 Announce Type: cross Abstract: Visual Place Recognition (VPR) aims to match a query image to reference images of the same place in a large-sc
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
VISTA: Technical Report for the Ego4D Short-Term Object Interaction Anticipation at EgoVis 2026
arXiv:2605.20901v1 Announce Type: cross Abstract: We propose VISTA, a V-JEPA Integrated StillFast Temporal Anticipator for the Ego4D Short-Term Object Interacti
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
Comparative Evaluation of Deep Learning Models for Fake Image Detection
arXiv:2605.20971v1 Announce Type: cross Abstract: The growing sophistication of GAN-based image manipulation presents significant challenges for digital forensi
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
Comparative Analysis of Military Detection Using Drone Imagery Across Multiple Visual Spectrums
arXiv:2605.21157v1 Announce Type: cross Abstract: In modern warfare, drones are becoming an essential part of intelligence gathering and carrying out precise at
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
FineVision: Open Data Is All You Need
arXiv:2510.17269v2 Announce Type: replace-cross Abstract: The advancement of vision-language models (VLMs) is hampered by a fragmented landscape of inconsistent
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
End2Reg: Learning Task-Specific Segmentation for Markerless Registration in Spine Surgery
arXiv:2512.13402v2 Announce Type: replace-cross Abstract: Intraoperative navigation in spine surgery demands millimeter-level accuracy. Currently, this is achie
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
Exploring Deep Learning and Ultra-Widefield Imaging for Diabetic Retinopathy and Macular Edema
arXiv:2603.08235v2 Announce Type: replace-cross Abstract: Diabetic retinopathy (DR) and diabetic macular edema (DME) are leading causes of preventable blindness
Traffic Light Recognition (TLR) Architecture: 2D Bounding Box Detection
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1mo ago
Traffic Light Recognition (TLR) Architecture: 2D Bounding Box Detection
The TLR model is a Fully Convolutional Network (FCN) + FPN + Header model, utilizing an “anchor-free” approach. Instead of guessing… Continue reading on Medium
2D Gaussian Splatting: when removing a dimension makes 3D better
Medium · AI 👁️ Computer Vision ⚡ AI Lesson 1mo ago
2D Gaussian Splatting: when removing a dimension makes 3D better
Why 3D Gaussians fail at surfaces, and how flat disks fix it Continue reading on Medium »
Real-Time Lane Detection for Self-Driving Cars Using Python and OpenCV
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 1mo ago
Real-Time Lane Detection for Self-Driving Cars Using Python and OpenCV
Autonomous driving is one of the most exciting applications of Artificial Intelligence and Computer Vision. One of the key technologies… Continue reading on Med
"Mastering Digital Logic Counters with C++ OOP: A Hands-On Guide”
Dev.to · Abdullah Fiaz 👁️ Computer Vision ⚡ AI Lesson 1mo ago
"Mastering Digital Logic Counters with C++ OOP: A Hands-On Guide”
Introduction Digital logic counters are fundamental in electronics and computing. They track events,...
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
SceneCode: Executable World Programs for Editable Indoor Scenes with Articulated Objects
arXiv:2605.19587v1 Announce Type: new Abstract: Indoor scene synthesis underpins embodied AI, robotic manipulation, and simulation-based policy evaluation, wher
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
RE-VLM: Event-Augmented Vision-Language Model for Scene Understanding
arXiv:2605.19329v1 Announce Type: cross Abstract: Conventional vision-language models (VLMs) struggle to interpret scenes captured under adverse conditions (e.g
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
Skinned Motion Retargeting with Spatially Adaptive Interaction Guidance
arXiv:2605.19355v1 Announce Type: cross Abstract: Retargeting motion across characters with varying body shapes while preserving interaction semantics, such as
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
Rebalancing Reference Frame Dominance to Improve Motion in Image-to-Video Models
arXiv:2605.19398v1 Announce Type: cross Abstract: Image-to-video models often generate videos that remain overly static, compared to text-to-video models. While
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1mo ago
KappaPlace: Learning Hyperspherical Uncertainty for Visual Place Recognition via Prototype-Anchored Supervision
arXiv:2605.19435v1 Announce Type: cross Abstract: Visual Place Recognition (VPR) is critical for autonomous navigation, yet state-of-the-art methods lack well-c