Why I Stopped Relying on OpenCV’s VideoCapture, And You Should Too
Have you ever spent hours debugging a stuttering 4K stream, only to realize that OpenCV’s cv::VideoCapture was not the best performing option? I’ve been…
Computer vision
The wider field: what computer vision is good for in business and on the road, open-source projects worth knowing, and news from the research world.
FFmpeg 8.1 'Hoare': The End of PCIe Bottlenecks with Vulkan Compute
The Evolution of GPU-Resident Pipelines: A Look at FFmpeg 8.1 "Hoare" Have you ever spent hours waiting for a high-resolution video transcode to finish…
One-Pixel Attacks: Why Computer Vision Security Is More Fragile Than You Think
Have you ever stared at a “Spot the Difference” puzzle and felt like your brain was melting? Same.
Computer vision opensource map
Computer Vision Landscape 50+ Open Source Projects powering the visual web Select a category to filter • Updated 2024
Open source projects navigator
Open Source Atlas Essential projects for the modern stack Interactive Project Map
OCR in Gemini and ChatGPT, New era of digitalization of papers
Gemini and ChatGPT OCR text extraction production ready with multimodal understanding of problem to create structured data of any old school paper.
Gemini API + RTSP: Multimodal Vision Analysis [2025]
This post walks through a complete Python code that captures an RTSP stream from OBS studio and rtspSimpleServer, detects motion against a static…
How to Segment and Monitor Skin Anomalies Over Time Using Computer Vision
Techniques for segmenting, mapping, and tracking changes in skin anomalies by computer vision CNNs, U-Nets, and transformers using OpenCV and PyTorch
Gemini 2.0 Flash: The Future of Multimodal CV [2025]
Multimodal models can process images, texts, and audio, and generate also various output representations.
Essential Python Libraries for Computer Vision and Video Processing
List of python computer vision and video processing libraries for rapid start of your next project.
Opencv 4 Linux application in visual studio 2017- Ubuntu Linux subsystem on windows 10
This tutorial is step by step guide for the development of Opencv 4 Linux application in Visual Studio 2017 under windows
[2025] Testing OpenCV 4 DNN with YOLO v2 Tiny
trailer- Testing opencv 4 deep neural network I am working on tutorial and notes about DNN module.
Helping on stackoverflow with tracking and people counting.
Counting people and working out which way they leave — left, right or straight on. Why a tracking algorithm beats counting appearances.
Online SVM & HOG Training for Tracking [Source Code]
Support vector machine with Histogram of oriented gradient trained near online, and tracker.
About Opencv 3.2 and Deep Regression Networks
Opencv 3.2, and Deep Regression Networks Opencv 3.2 is out. I am just checking the change log.
Computer vision car dataset for opencv and machine learning
Opencv free car detection dataset for HAAR and LBP classifier learning. Collect the positive samples should be a boring and long term issue.
Multi-Target People Tracking in OpenCV: A Guide
Multiple people tracking Opencv tracking of multiple people example videos and some ideas about the business behind.
All my opencv computer vision tutorial's video on one place
Every OpenCV tutorial video from this blog on one page — tracking, detection, optical flow and video streaming demos.
Computer vision in mobile apps.
Computer vision mobile apps The biggest piece of computer vision apps are related to fun.
Computer vision news from ICCV 2015
Share this for more tutorials and computer vision post from me.. Thanks best Vladimir
Aggregate channel features ACF Pedestrian Detector
Aggregate Channel Features for pedestrian detection: the ten LUV and gradient channels, how they are extracted with cv::Sobel, and the first results.
Facial landmark detection, Another Great results from Czech Republic
This is another great result of the Czech school of computer vision. The facial landmark detector was developed at Czech Technical University in Prague…
Smart advertising panels, Opencv C++ app in chrome by Google Native Client
Smart billboards with computer vision Smart billboards like big TV panels in supermarkets is not really smart.
Helicopter with vibrating suspended load
Position and vibration control This is really nice control example on experimental tool developed in our group at Czech Technical University in Prague.
Kalman Filter simple tracking example.
This is a simple tracking example of moving object. The basic concept is simple as following the steps Use background subtraction Code Here Draw a…
Martingate Betting roulette hell
About Martingate This really old betting strategy was popular in 18th century in France.
