learn opencv 开源项目列表
learnopencv
Learn OpenCV : C++ and Python Examples. You can find the details at LearnOpenCV.com
List of Blog Posts
| Blog Post | |
|---|---|
| Invisibility Cloak using Color Detection and Segmentation with OpenCV | Code |
| Fast Image Downloader for Open Images V4 (Python) | Code |
| Deep Learning based Text Detection Using OpenCV (C++/Python) | Code |
| Video Stabilization Using Point Feature Matching in OpenCV | Code |
| Training YOLOv3 : Deep Learning based Custom Object Detector | Code |
| Using OpenVINO with OpenCV | Code |
| Duplicate Search on Quora Dataset | Code |
| Shape Matching using Hu Moments (C++/Python) | Code |
| Install OpenCV 4 on CentOS (C++ and Python) | Code |
| Install OpenCV 3.4.4 on CentOS (C++ and Python) | Code |
| Install OpenCV 3.4.4 on Red Hat (C++ and Python) | Code |
| Install OpenCV 4 on Red Hat (C++ and Python) | Code |
| Install OpenCV 4 on macOS (C++ and Python) | Code |
| Install OpenCV 3.4.4 on Raspberry Pi | Code |
| Install OpenCV 3.4.4 on macOS (C++ and Python) | Code |
| OpenCV QR Code Scanner (C++ and Python) | Code |
| Install OpenCV 3.4.4 on Windows (C++ and Python) | Code |
| Install OpenCV 3.4.4 on Ubuntu 16.04 (C++ and Python) | Code |
| Install OpenCV 3.4.4 on Ubuntu 18.04 (C++ and Python) | Code |
| Universal Sentence Encoder | Code |
| Install OpenCV 4 on Raspberry Pi | Code |
| Install OpenCV 4 on Windows (C++ and Python) | Code |
| Hand Keypoint Detection using Deep Learning and OpenCV | Code |
| Deep learning based Object Detection and Instance Segmentation using Mask R-CNN in OpenCV (Python / C++) | Code |
| Install OpenCV 4 on Ubuntu 18.04 (C++ and Python) | Code |
| Install OpenCV 4 on Ubuntu 16.04 (C++ and Python) | Code |
| Multi-Person Pose Estimation in OpenCV using OpenPose | Code |
| Heatmap for Logo Detection using OpenCV (Python) | Code |
| Deep Learning based Object Detection using YOLOv3 with OpenCV ( Python / C++ ) | Code |
| Convex Hull using OpenCV in Python and C++ | Code |
| MultiTracker : Multiple Object Tracking using OpenCV (C++/Python) | Code |
| Convolutional Neural Network based Image Colorization using OpenCV | Code |
| SVM using scikit-learn | Code |
| GOTURN: Deep Learning based Object Tracking | Code |
| Find the Center of a Blob (Centroid) using OpenCV (C++/Python) | Code |
| Support Vector Machines (SVM) | Code |
| Batch Normalization in Deep Networks | Code |
| Deep Learning based Character Classification using Synthetic Dataset | Code |
| Image Quality Assessment : BRISQUE | Code |
| Understanding AlexNet | |
| Deep Learning based Text Recognition (OCR) using Tesseract and OpenCV | Code |
| Deep Learning based Human Pose Estimation using OpenCV ( C++ / Python ) | Code |
| Number of Parameters and Tensor Sizes in a Convolutional Neural Network (CNN) | |
| How to convert your OpenCV C++ code into a Python module | Code |
| CV4Faces : Best Project Award 2018 | |
| Facemark : Facial Landmark Detection using OpenCV | Code |
| Image Alignment (Feature Based) using OpenCV (C++/Python) | Code |
| Barcode and QR code Scanner using ZBar and OpenCV | Code |
| Keras Tutorial : Fine-tuning using pre-trained models | Code |
| OpenCV Transparent API | |
| Face Reconstruction using EigenFaces (C++/Python) | Code |
| Eigenface using OpenCV (C++/Python) | Code |
| Principal Component Analysis | |
| Keras Tutorial : Transfer Learning using pre-trained models | Code |
| Keras Tutorial : Using pre-trained Imagenet models | Code |
| Technical Aspects of a Digital SLR | |
| Using Harry Potter interactive wand with OpenCV to create magic | |
| Install OpenCV 3 and Dlib on Windows ( Python only ) | |
| Image Classification using Convolutional Neural Networks in Keras | Code |
| Understanding Autoencoders using Tensorflow (Python) | Code |
| Best Project Award : Computer Vision for Faces | |
| Understanding Activation Functions in Deep Learning | |
| Image Classification using Feedforward Neural Network in Keras | Code |
| Exposure Fusion using OpenCV (C++/Python) | Code |
| Understanding Feedforward Neural Networks | |
| High Dynamic Range (HDR) Imaging using OpenCV (C++/Python) | Code |
| Deep learning using Keras – The Basics | Code |
| Selective Search for Object Detection (C++ / Python) | Code |
| Installing Deep Learning Frameworks on Ubuntu with CUDA support | |
| Parallel Pixel Access in OpenCV using forEach | Code |
| cvui: A GUI lib built on top of OpenCV drawing primitives | Code |
| Install Dlib on Windows | |
| Install Dlib on Ubuntu | |
| Install OpenCV3 on Ubuntu | |
| Read, Write and Display a video using OpenCV ( C++/ Python ) | Code |
| Install Dlib on MacOS | |
| Install OpenCV 3 on MacOS | |
| Install OpenCV 3 on Windows | |
| Get OpenCV Build Information ( getBuildInformation ) | |
| Color spaces in OpenCV (C++ / Python) | Code |
| Neural Networks : A 30,000 Feet View for Beginners | |
| Alpha Blending using OpenCV (C++ / Python) | Code |
| User stories : How readers of this blog are applying their knowledge to build applications | |
| How to select a bounding box ( ROI ) in OpenCV (C++/Python) ? | |
| Automatic Red Eye Remover using OpenCV (C++ / Python) | Code |
| Bias-Variance Tradeoff in Machine Learning | |
| Embedded Computer Vision: Which device should you choose? | |
| Object Tracking using OpenCV (C++/Python) | Code |
| Handwritten Digits Classification : An OpenCV ( C++ / Python ) Tutorial | Code |
| Training a better Haar and LBP cascade based Eye Detector using OpenCV | |
| Deep Learning Book Gift Recipients | |
| Minified OpenCV Haar and LBP Cascades | Code |
| Deep Learning Book Gift | |
| Histogram of Oriented Gradients | |
| Image Recognition and Object Detection : Part 1 | |
| Head Pose Estimation using OpenCV and Dlib | Code |
| Live CV : A Computer Vision Coding Application | |
| Approximate Focal Length for Webcams and Cell Phone Cameras | |
| Configuring Qt for OpenCV on OSX | Code |
| Rotation Matrix To Euler Angles | Code |
| Speeding up Dlib’s Facial Landmark Detector | |
| Warp one triangle to another using OpenCV ( C++ / Python ) | Code |
| Average Face : OpenCV ( C++ / Python ) Tutorial | Code |
| Face Swap using OpenCV ( C++ / Python ) | Code |
| Face Morph Using OpenCV — C++ / Python | Code |
| Deep Learning Example using NVIDIA DIGITS 3 on EC2 | |
| NVIDIA DIGITS 3 on EC2 | |
| Homography Examples using OpenCV ( Python / C ++ ) | Code |
| Filling holes in an image using OpenCV ( Python / C++ ) | Code |
| How to find frame rate or frames per second (fps) in OpenCV ( Python / C++ ) ? | Code |
| Delaunay Triangulation and Voronoi Diagram using OpenCV ( C++ / Python) | Code |
| OpenCV (C++ vs Python) vs MATLAB for Computer Vision | |
| Facial Landmark Detection | |
| Why does OpenCV use BGR color format ? | |
| Computer Vision for Predicting Facial Attractiveness | Code |
| applyColorMap for pseudocoloring in OpenCV ( C++ / Python ) | Code |
| Image Alignment (ECC) in OpenCV ( C++ / Python ) | Code |
| How to find OpenCV version in Python and C++ ? | |
| Baidu banned from ILSVRC 2015 | |
| OpenCV Transparent API | |
| How Computer Vision Solved the Greatest Soccer Mystery of All Time | |
| Embedded Vision Summit 2015 | |
| Read an Image in OpenCV ( Python, C++ ) | Code |
| Non-Photorealistic Rendering using OpenCV ( Python, C++ ) | Code |
| Seamless Cloning using OpenCV ( Python , C++ ) | Code |
| OpenCV Threshold ( Python , C++ ) | Code |
| Blob Detection Using OpenCV ( Python, C++ ) | Code |
| Turn your OpenCV Code into a Web API in under 10 minutes — Part 1 | |
| How to compile OpenCV sample Code ? | |
| Install OpenCV 3 on Yosemite ( OSX 10.10.x ) |