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 (1,335) Articles (421)Blog Posts (276)Tutorials (91)Research Papers (529)News (18)
Dev.to AI 👁️ Computer Vision ⚡ AI Lesson 2mo ago
How I Built a High-Precision AI Manga OCR Translator for Hardcore Readers
Most OCR tools are built for clean text. Receipts. Documents. Screenshots. Menus. Maybe a street sign if the lighting is kind. Manga is none of those things. A
Retina: A Production-Grade Object Detection Library in Python for Robotics, Computer Vision, and…
Medium · LLM 👁️ Computer Vision ⚡ AI Lesson 2mo ago
Retina: A Production-Grade Object Detection Library in Python for Robotics, Computer Vision, and…
Open-Vocabulary Foundation Models, Deep Learning, and Classical Geometry into a Unified Object Detection Library Continue reading on Stackademic »
Fine-tuning YOLOv11 to detect stamps and signatures on banking documents - a practical walkthrough
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,...
Fine-tuning YOLOv11 to detect stamps and signatures on banking documents - a practical walkthrough
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,...
How I Got MediaPipe Face Landmarker Running in the Browser with Zero Build Tools (And the Import Bug That Wasted My Week)
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...
What is Camera Calibration? How It Helps in Computer Vision Tasks
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 2mo ago
What is Camera Calibration? How It Helps in Computer Vision Tasks
A ground truth guide to how cameras distort reality and why calibration is critical for accurate computer vision systems. Continue reading on Medium »
What is Camera Calibration? How It Helps in Computer Vision Tasks
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 2mo ago
What is Camera Calibration? How It Helps in Computer Vision Tasks
A ground truth guide to how cameras distort reality and why calibration is critical for accurate computer vision systems. Continue reading on Medium »
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
FruitProM-V2: Robust Probabilistic Maturity Estimation and Detection of Fruits and Vegetables
arXiv:2604.26084v1 Announce Type: cross Abstract: Accurate fruit maturity identification is essential for determining harvest timing, as incorrect assessment di
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
Seeking Consensus: Geometric-Semantic On-the-Fly Recalibration for Open-Vocabulary Remote Sensing Semantic Segmentation
arXiv:2604.26221v1 Announce Type: cross Abstract: Open-vocabulary semantic segmentation (OVSS) in remote sensing images is a promising task that employs textual
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
MetaSR: Content-Adaptive Metadata Orchestration for Generative Super-Resolution
arXiv:2604.26244v1 Announce Type: cross Abstract: We study generative super-resolution (SR) in real-world scenarios where content and degradations vary across d
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
QYOLO: Lightweight Object Detection via Quantum Inspired Shared Channel Mixing
arXiv:2604.26435v1 Announce Type: cross Abstract: The rapid advancement of object detection architectures has positioned single stage detectors as the dominant
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
SynSur: An end-to-end generative pipeline for synthetic industrial surface defect generation and detection
arXiv:2604.26633v1 Announce Type: cross Abstract: The bottleneck in learning-based industrial defect detection is often limited not by model capacity, but by th
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
MemOVCD: Training-Free Open-Vocabulary Change Detection via Cross-Temporal Memory Reasoning and Global-Local Adaptive Rectification
arXiv:2604.26774v1 Announce Type: cross Abstract: Open-vocabulary change detection aims to identify semantic changes in bi-temporal remote sensing images withou
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
ViCrop-Det: Spatial Attention Entropy Guided Cropping for Training-Free Small-Object Detection
arXiv:2604.26806v1 Announce Type: cross Abstract: Transformer-based architectures have established a dominant paradigm in global semantic perception; however, t
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
GoViG: Goal-Conditioned Visual Navigation Instruction Generation via Multimodal Reasoning
arXiv:2508.09547v2 Announce Type: replace-cross Abstract: We introduce Goal-Conditioned Visual Navigation Instruction Generation (GoViG), a new task that aims t
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
Consist-Retinex: One-Step Noise-Emphasized Consistency Training Accelerates High-Quality Retinex Enhancement
arXiv:2512.08982v2 Announce Type: replace-cross Abstract: Retinex-based low-light image enhancement benefits from separating reflectance and illumination, yet r
How convolutional Neural Networks found heritage from 1574
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 2mo ago
How convolutional Neural Networks found heritage from 1574
How do convolutional Neural Networks in Machine Learning and a Historical Heritage founded in 1574 connect? Continue reading on Medium »
May 1 - Best of WACV 2026
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...
One Frame Fools You. Three Frames Catch the Deepfake.
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...
Computer Vision Software Development: Applications, Benefits, and Use Cases
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 2mo ago
Computer Vision Software Development: Applications, Benefits, and Use Cases
Build intelligent visual systems with advanced Computer Vision Software Development to automate processes, enhance accuracy, and unlock… Continue reading on Med
Sengaja “Merusak” Gambar demi Ilmu: Eksperimen Noise pada Citra Digital
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 2mo ago
Sengaja “Merusak” Gambar demi Ilmu: Eksperimen Noise pada Citra Digital
Bagaimana menambahkan gangguan buatan ke gambar bisa menjadi langkah paling penting sebelum komputer belajar “melihat”. Continue reading on Medium »
Edge AI Camera Design: Integrating Vision at the Edge
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....
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
BifDet: A 3D Bifurcation Detection Dataset for Airway-Tree Modeling
arXiv:2604.24999v1 Announce Type: cross Abstract: Thoracic Computed Tomography (CT) scans offer detailed insights into the intricate branching network of the ai
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
At the Edge of the Heart: ULP FPGA-Based CNN for On-Device Cardiac Feature Extraction in Smart Health Sensors for Astronauts
arXiv:2604.25799v1 Announce Type: cross Abstract: The convergence of accelerating human spaceflight ambitions and critical terrestrial health monitoring demands
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
No Pedestrian Left Behind: Real-Time Detection and Tracking of Vulnerable Road Users for Adaptive Traffic Signal Control
arXiv:2604.25887v1 Announce Type: cross Abstract: Current pedestrian crossing signals operate on fixed timing without adjustment to pedestrian behavior, which c
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
AIDOVECL: AI-generated Dataset of Outpainted Vehicles for Eye-level Classification and Localization
arXiv:2410.24116v3 Announce Type: replace-cross Abstract: Image labeling is a critical bottleneck in the development of computer vision technologies, often cons
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning
arXiv:2511.20211v2 Announce Type: replace-cross Abstract: Transparency-aware generation requires modeling not only RGB appearance but also alpha-based opacity a
Building Samaritan: A Multi-Camera Real-Time Face Recognition System in Python — Part 2
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 2mo ago
Building Samaritan: A Multi-Camera Real-Time Face Recognition System in Python — Part 2
Build real-time face recognition in Python with OpenCV, DeepFace, ArcFace embeddings, and live webcam-based identity matching. Continue reading on Medium »
April 30 - Best of WACV 2026 (Day 1)
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...
Computer Vision–Based Injury Detection and First-Aid Guidance System
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...
The Limits of Image Reconstruction in Low-SNR Settings
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 2mo ago
The Limits of Image Reconstruction in Low-SNR Settings
How ambiguity and noise lead to structured simplification Continue reading on Medium »
The Limits of Image Reconstruction in Low-SNR Settings
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 2mo ago
The Limits of Image Reconstruction in Low-SNR Settings
How ambiguity and noise lead to structured simplification Continue reading on Medium »
The Verge 👁️ Computer Vision ⚡ AI Lesson 2mo ago
The resurrected Commodore 64 is getting a facelift like the original
The creators of the C64 Ultimate, a recreation of the iconic '80s personal computer that uses an FPGA chip to accurately replicate the original, have announced
Customized Object Detection Using Multi-Frame Analysis
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 2mo ago
Customized Object Detection Using Multi-Frame Analysis
Enhances object detection using multi-frame analysis and representative frame selection. Continue reading on Tiny Prism Labs Private Limited »
Image Classification for AI: A Practical Guide for 2026
Medium · AI 👁️ Computer Vision ⚡ AI Lesson 2mo ago
Image Classification for AI: A Practical Guide for 2026
Practical guide to image classification for AI: learn how to manage datasets, ensure accuracy, and scale your computer vision projects. Continue reading on Medi
Before AI Sees, Optics Decide
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 2mo ago
Before AI Sees, Optics Decide
Why optical design determines machine vision performance Continue reading on Medium »
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
WeatherSeg: Weather-Robust Image Segmentation using Teacher-Student Dual Learning and Classifier-Updating Attention
arXiv:2604.22824v2 Announce Type: cross Abstract: WeatherSeg, an advanced semi-supervised segmentation framework, addresses autonomous driving's environmental p
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
MetaEarth3D: Unlocking World-scale 3D Generation with Spatially Scalable Generative Modeling
arXiv:2604.22828v1 Announce Type: cross Abstract: Recent generative AI models have achieved remarkable breakthroughs in language and visual understanding. Howev
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
OAMVOS:2nd Report for 5th PVUW MOSE Track
arXiv:2604.22837v1 Announce Type: cross Abstract: SAM-based dense trackers provide strong short-term mask propagation but remain fragile under long occlusion, f
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
From Skeletons to Pixels: Few-Shot Precise Event Spotting via Representation and Prediction Distillation
arXiv:2604.22839v1 Announce Type: cross Abstract: Precise Event Spotting (PES) is essential in fast-paced sports such as tennis, where fine-grained events occur
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
Probing Visual Planning in Image Editing Models
arXiv:2604.22868v1 Announce Type: cross Abstract: Visual planning represents a crucial facet of human intelligence, especially in tasks that require complex spa
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
Hard to See, Hard to Label: Generative and Symbolic Acquisition for Subtle Visual Phenomena
arXiv:2604.22990v2 Announce Type: cross Abstract: Subtle visual anomalies such as hairline cracks, sub-millimeter voids, and low-contrast inclusions are structu
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
DeepSignature: Digitally Signed, Content-Encoding Watermarks for Robust and Transparent Image Authentication
arXiv:2604.23016v1 Announce Type: cross Abstract: AI-powered generative models have significantly expanded the possibilities for editing, manipulating, and crea
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
Sphere-Depth: A Benchmark for Depth Estimation Methods with Varying Spherical Camera Orientations
arXiv:2604.23432v1 Announce Type: cross Abstract: Reliable depth estimation from spherical images is crucial for 360{\deg} vision in robotic navigation and imme
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
Emotion-Conditioned Short-Horizon Human Pose Forecasting with a Lightweight Predictive World Model
arXiv:2604.23532v1 Announce Type: cross Abstract: Short-term human pose prediction plays a crucial role in interactive systems, assistive robots, and emotion-aw
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
ResAF-Net: An Anchor-Free Attention-Based Network for Tree Detection and Agricultural Mapping in Palestine
arXiv:2604.23653v1 Announce Type: cross Abstract: Reliable agricultural data is essential for food security, land-use planning, and economic resilience, yet in
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
Zoom In, Reason Out: Efficient Far-field Anomaly Detection in Expressway Surveillance Videos via Focused VLM Reasoning Guided by Bayesian Inference
arXiv:2604.23724v2 Announce Type: cross Abstract: Expressway video anomaly detection is essential for safety management. However, identifying anomalies across d
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2mo ago
Mapping License Plate Recoverability Under Extreme Viewing Angles for Oppor-tunistic Urban Sensing
arXiv:2604.23814v1 Announce Type: cross Abstract: Urban environments contain many imaging sensors built for specific purposes, including ATM, body-worn, CCTV, a