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

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 »

Medium · Machine Learning
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Building Samaritan: A Multi-Camera Real-Time Face Recognition System in Python — Part 1
Build Samaritan, a Python real-time face recognition system using OpenCV, DeepFace, ArcFace, and multi-camera support. Continue reading on Medium »
Medium · Machine Learning
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Is career in computer vision engineering a Dead-end ?
Until end of last year, despite LLMs on track for becoming world class SWE, I was still fairly confident about job security as a computer… Continue reading on M

Medium · Python
👁️ Computer Vision
⚡ AI Lesson
2mo ago
From Factory Floor to Distributed System: Engineering a Real-Time Computer Vision Backend for…
Imagine you are on the floor of a battery manufacturing plant. Thousands of battery covers move down a conveyor every shift, each stamped… Continue reading on M

Medium · Python
👁️ Computer Vision
⚡ AI Lesson
2mo ago
What Re-Learning C Taught Me About the Code I Write Every Day
Each weekend my younger brothers and I join a Discord call for our weekly game nights. Although the primary activity is gaming, a close… Continue reading on Cof

Medium · Python
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Revolutionizing Geospatial Data: Architecting Automated and Real-Time GeoAI Pipelines
Moving beyond static GIS to build predictive, event-driven spatial systems using advanced Computer Vision, streaming data, and edge… Continue reading on DataEng

Medium · Python
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Bilgisayarın Gözleri #2 — Görüntülerin Mutfağı: Pikseller, Matrisler ve Kanallar
Bir önceki bölümde görüntü işlemeye hızlı bir giriş yapmış ve OpenCV ile ilk fotoğrafımızı ekrana yansıtmıştık. “Bilgisayar görüntüyü… Continue reading on HUAWE
Medium · Python
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Beyond Bounding Boxes: Achieving Cinematic Reframing via YOLOv11 Instance Segmentation
The transition from 16:9 landscape to 9:16 vertical video is often treated as a simple cropping problem. In most automated workflows, the… Continue reading on M

Medium · Machine Learning
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Computer Vision-Based Worker Safety Compliance
How AI Is Transforming Workplace Safety in Real Time Continue reading on Medium »

Medium · Machine Learning
👁️ Computer Vision
⚡ AI Lesson
2mo ago
The Bald Head That Broke Our AI (And What It Taught Me About Building Vision Systems That Actually…
Why physics-constrained computer vision is the gap between a demo that impresses and a system you can trust Continue reading on Medium »

Medium · Machine Learning
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Computer Vision vs Machine Learning: Key Differences Explained
If you’ve spent any time reading about AI, you’ve probably seen the terms “computer vision” and “machine learning” used almost… Continue reading on Artificial I

Medium · Machine Learning
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Computer Vision Explained - How Machines See the World.
Computer vision enables machines to interpret images using AI, powering healthcare, automation, security, and innovation. Continue reading on CodeToDeploy »

Medium · Machine Learning
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Rethinking Smart Parking: A Dynamic Line and Box Approach to Computer Vision
Forget manual mapping and let dynamic model find the open spots for you. Continue reading on Medium »

Medium · Python
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Rethinking Smart Parking: A Dynamic Line and Box Approach to Computer Vision
Forget manual mapping and let dynamic model find the open spots for you. Continue reading on Medium »

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
2mo ago
The Fashion AI Dataset Landscape: Mapped by Task
A curated map of every major open dataset powering computer vision in fashion Continue reading on Medium »
Medium · NLP
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Spiral RoPE: Vision Transformers Finally Learn to See Diagonals
In the fourth part of my RoPE series, we leave language behind and move into vision. When rotary position embeddings get adapted for image… Continue reading on
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
2mo ago
Part-Level 3D Gaussian Vehicle Generation with Joint and Hinge Axis Estimation
arXiv:2604.05070v1 Announce Type: new Abstract: Simulation is essential for autonomous driving, yet current frameworks often model vehicles as rigid assets and
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
2mo ago
CRFT: Consistent-Recurrent Feature Flow Transformer for Cross-Modal Image Registration
arXiv:2604.05689v1 Announce Type: cross Abstract: We present Consistent-Recurrent Feature Flow Transformer (CRFT), a unified coarse-to-fine framework based on f
OpenCV Blog
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Tangram Vision and OpenCV Are Partnering to Fix Your Calibration Problems
Calibration is one of those problems every computer vision practitioner knows and knows well. Getting multi-sensor, multi-modal systems to agree on a shared vie
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
2mo ago
A reconfigurable smart camera implementation for jet flames characterization based on an optimized segmentation model
arXiv:2604.03267v1 Announce Type: cross Abstract: In this work we present a novel framework for fire safety management in industrial settings through the implem
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
2mo ago
InCaRPose: In-Cabin Relative Camera Pose Estimation Model and Dataset
arXiv:2604.03814v1 Announce Type: cross Abstract: Camera extrinsic calibration is a fundamental task in computer vision. However, precise relative pose estimati
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
2mo ago
HOIGS: Human-Object Interaction Gaussian Splatting
arXiv:2604.04016v1 Announce Type: cross Abstract: Reconstructing dynamic scenes with complex human-object interactions is a fundamental challenge in computer vi
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
2mo ago
Pickalo: Leveraging 6D Pose Estimation for Low-Cost Industrial Bin Picking
arXiv:2604.04690v1 Announce Type: cross Abstract: Bin picking in real industrial environments remains challenging due to severe clutter, occlusions, and the hig
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
2mo ago
ContextDrag: Precise Drag-Based Image Editing via Context-Preserving Token Injection and Position-Aligned Attention
arXiv:2512.08477v2 Announce Type: replace-cross Abstract: Drag-based image editing enables intuitive visual manipulation through point-based drag operations. Ex
OpenCV Blog
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Glenn Jocher of Ultralytics (YOLO) Is Speaking at OSCCA
2.5 billion model inferences every day across robotics, healthcare, manufacturing, and beyond. That’s the scale at which Ultralytics YOLO operates, and at OSCC
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
2mo ago
PaveBench: A Versatile Benchmark for Pavement Distress Perception and Interactive Vision-Language Analysis
arXiv:2604.02804v1 Announce Type: cross Abstract: Pavement condition assessment is essential for road safety and maintenance. Existing research has made signifi
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
2mo ago
NavCrafter: Exploring 3D Scenes from a Single Image
arXiv:2604.02828v1 Announce Type: cross Abstract: Creating flexible 3D scenes from a single image is vital when direct 3D data acquisition is costly or impracti
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
2mo ago
DePT3R: Joint Dense Point Tracking and 3D Reconstruction of Dynamic Scenes in a Single Forward Pass
arXiv:2512.13122v2 Announce Type: replace-cross Abstract: Current methods for dense 3D point tracking in dynamic scenes typically rely on pairwise processing, r

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Matrix-Game-3.0 Brings Real-Time 720p Interactive Video to Open Source
Matrix-Game-3.0 is Skywork’s open-source world model for real-time 720p interactive video generation at 40 FPS with strong temporal consistency.
ZDNet
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Is increasing VRAM finally worth it? I ran the numbers on my Windows 11 PC
Virtual RAM can help boost PC performance when resources are scarce. While it can be useful, it's not a replacement for physical RAM.

Forbes Innovation
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Google Issues Zero-Day Attack Alert For 3.5 Billion Chrome Users
Google has issued an update alert for 3.5 billion Chrome browser users following confirmation of a new zero-day attack exploit.
OpenCV Blog
👁️ Computer Vision
⚡ AI Lesson
2mo ago
The Founder of OpenCV Is Speaking at OSCCA, Don’t Miss It!
Over 1.5 billion downloads. Used in everything from self-driving cars to medical imaging to robotics. OpenCV has become the backbone of modern computer vision —

Towards AI
👁️ Computer Vision
⚡ AI Lesson
2mo ago
This Model Completely Crashed Computer Vision.
Author(s): Julia Originally published on Towards AI. Why is everyone obsessed with YOLO? And no I don’t talk about the 2012 mantra “You Only Live Once”. For yea
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
2mo ago
Cross-Camera Distracted Driver Classification through Feature Disentanglement and Contrastive Learning
arXiv:2411.13181v3 Announce Type: replace-cross Abstract: The classification of distracted drivers is pivotal for ensuring safe driving. Previous studies demons
Dev.to AI
👁️ Computer Vision
⚡ AI Lesson
3mo ago
How to Training AI to Understand Visual Feedback: Moving Beyond Text-Only Parsing
Training AI to See the Notes: Moving Beyond Text-Only Feedback for Designers The "Make It Pop" Problem You send a design. The client replies with a marked-up sc
ZDNet
👁️ Computer Vision
⚡ AI Lesson
3mo ago
Microsoft account vs. local account: How to choose and set up your pick in Windows 11
The Windows 11 setup program really, really wants you to use a Microsoft account instead of a local account. Here's everything you need to know about your optio
OpenCV Blog
👁️ Computer Vision
⚡ AI Lesson
3mo ago
Behind the Magic: Disney Research Imagineering’s Doug Fidaleo Comes to OSCCA
What does it look like when computer vision and AI power experiences for millions of guests at Disney scale, from AI-driven robotic characters to conversational

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
3mo ago
AI Model Develops Object Recognition Without Human Guidance
This paper shows that when Vision Transformers are trained without labels using self-supervision, they develop surprising abilities. Their attention maps reveal
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
3mo ago
From Skeletons to Semantics: Design and Deployment of a Hybrid Edge-Based Action Detection System for Public Safety
arXiv:2603.29777v1 Announce Type: cross Abstract: Public spaces such as transport hubs, city centres, and event venues require timely and reliable detection of
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
3mo ago
End-to-End Image Compression with Segmentation Guided Dual Coding for Wind Turbines
arXiv:2603.29927v1 Announce Type: cross Abstract: Transferring large volumes of high-resolution images during wind turbine inspections introduces a bottleneck i
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
3mo ago
Streaming 4D Visual Geometry Transformer
arXiv:2507.11539v2 Announce Type: replace-cross Abstract: Perceiving and reconstructing 3D geometry from videos is a fundamental yet challenging computer vision

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
3mo ago
Background-removal model by Pixelcut: A Model Overview
background-removal is an AI-powered tool created by Pixelcut that handles the task of removing backgrounds from images with precision and speed.
OpenCV Blog
👁️ Computer Vision
⚡ AI Lesson
3mo ago
When the Track Is Your Lab: Meet the Team Racing Without a Driver
What does it take to build an AI that competes in professional motorsports — no driver, no remote control, just autonomous decision-making at race speed? Find o

ArsTechnica Tech
👁️ Computer Vision
⚡ AI Lesson
3mo ago
Quantum computers need vastly fewer resources than thought to break vital encryption
is coming, and it won't be as expensive as thought.]]>
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
3mo ago
An End-to-end Flight Control Network for High-speed UAV Obstacle Avoidance based on Event-Depth Fusion
arXiv:2603.27181v1 Announce Type: cross Abstract: Achieving safe, high-speed autonomous flight in complex environments with static, dynamic, or mixed obstacles
ArXiv cs.AI
👁️ Computer Vision
📄 Paper
⚡ AI Lesson
3mo ago
Guided Lensless Polarization Imaging
arXiv:2603.27357v1 Announce Type: cross Abstract: Polarization imaging captures the polarization state of light, revealing information invisible to the human ey
OpenCV Blog
👁️ Computer Vision
⚡ AI Lesson
3mo ago
Attend The OpenCV-SID Conference On Computer Vision & AI This May 4th
OpenCV is continuing our partnership with the awesome Display Week conference, joining them in Los Angeles this May 4th for a special one-day event packed with
DeepCamp AI