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
Object detection
Detecting people, heads and cars with OpenCV C++: Haar and LBP cascade classifiers, HOG + SVM, and DNN detectors such as YOLO.
3D Pose Detection with MediaPipe & Python [Source Code]
In this tutorial, I’ll walk you through the basics of two Python scripts for human pose detection using 3D keypoints from a video using MediaPipe, where…
Simple Opencv tutorial for yolo darknet object detection in DNN module
Opencv yolo 3 tiny people detection simple tutorial with full source code and configuration.
Download My custom trained Opencv Cascade Classifier for detectMultiScale
Download Haar and LBP cascade for opencv detectors, This page include car detector, people detector and head detector for detectMultiscale
Deep learning by Yolo Darknet vs HAAR and LBP cascades in people detection
People detection compared on the same dataset: YOLO Darknet in the OpenCV 4 DNN module against HAAR and LBP cascades, with CPU results for each.
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
YOLO Tiny v2 CPU Performance in OpenCV 4 DNN [2025]
Opencv 4 DNN, People detection CPU performance with yolo 2 tiny model I am still working on a tutorial on how to simply run yolo and others model in…
[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.
OpenCV 4.0 vs 3.2: People Head Detection Benchmarks
Opencv 4.0 is released, people head detection compared to opencv 3.2 I am working with opencv for almost a 6 years. It is 3.5 years since the 3.0.
Tracking example in opencv, better than surfer video, same technology
Opencv target tracking example The computer vision is just super fun. Machine learning with just visible results..
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.
Head and people detection in opencv
Free LBP Cascade download links with code example specifically designed for people and head detection in OpenCV
[Source Code] Kalman Filter for Video Head Tracking
Opencv Kalman filter example video head tracking Example of kalman filter in Opencv with head detection and tracking.
Opencv head and people detection code cascade
head and people detection Opencv LBP CascadeClassifier This LBP cascade for opencv will be available soon.
Car detection in Opencv LBP cascade to download
LBP cascade download ( included to download) and Haar features in opencv detectMultiscale C++ tutorial
opencv traincascade haar and lbp my training parameters
Opencv train cascade haar and lbp training Opencv train cascade script parameter examples for Windows.
Free OpenCV LBP Cascade for People Detection [Download]
13 stage opencv LBP cascade for people detection to download My Opencv LBP 13 stage cascade for people detection.
Multithreaded IP Camera Streaming with OpenCV [Code]
In that tutorial, I just want to introduce how to read the more video streams in threads. In some cases, you need to have FFMPEG installed.
Video Stabilization using Optical Flow in OpenCV [C++]
Video stabilization by optical flow and median.. I have to say. This is only alpha version.
Car detection in opencv
This is one of the results achieved by the free dataset for car detection on my blog here.
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.
Just completed video example of CAR detection in opencv
A short video showing car detection running in OpenCV on real traffic footage.
Efficient Head Detection & Tracking in OpenCV [C++]
Opencv people tracking by head detection Opencv head detection is much more complicated than the whole body detection.. Learning is the same.
Fast Pedestrian Detection with OpenCV & C++ [Tutorial]
Simple Opencv C++ tutorial and example of people detection in video samples and pictures.
OpenCV People Detection: Cascade vs LBP [Source Code]
The comparison of Opencv Cascade for people detections. Default opencv cascades are good ones.
Hough Lines & Canny Edge Detection in OpenCV [Code]
HoughLines, Canny edges, for OpenCV line detection edges detection in symple described C++ code, where all the steps are visualize and exmplayn.
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.
OpenCV C++ Sliding Window Object Detection [2025]
Opencv C++ tutorial about object detection with sliding window. A sliding window is easy to implement on a single scale and also not to much harder to…
