# learnopencv
Learn OpenCV : C++ and Python Examples. You can find the details at [LearnOpenCV.com](https://www.LearnOpenCV.com)
## List of Blog Posts
| Blog Post | |
| ------------- |:-------------|
|[Applications of Foreground-Background separation with Semantic Segmentation](https://www.learnopencv.com/applications-of-foreground-background-separation-with-semantic-segmentation/) | [Code](https://github.com/spmallick/learnopencv/tree/master/app-seperation-semseg) |
|[EfficientNet: Theory + Code](https://www.learnopencv.com/efficientnet-theory-code) | [Code](https://github.com/spmallick/learnopencv/tree/master/EfficientNet) |
|[PyTorch for Beginners: Mask R-CNN Instance Segmentation with PyTorch](https://www.learnopencv.com/mask-r-cnn-instance-segmentation-with-pytorch/) | [Code](./PyTorch-Mask-RCNN) |
|[PyTorch for Beginners: Faster R-CNN Object Detection with PyTorch](https://www.learnopencv.com/faster-r-cnn-object-detection-with-pytorch) | [Code](https://github.com/spmallick/learnopencv/tree/master/PyTorch-faster-RCNN) |
|[PyTorch for Beginners: Semantic Segmentation using torchvision](https://www.learnopencv.com/pytorch-for-beginners-semantic-segmentation-using-torchvision/) | [Code](https://github.com/spmallick/learnopencv/tree/master/PyTorch-Segmentation-torchvision) |
|[PyTorch for Beginners: Comparison of pre-trained models for Image Classification](https://www.learnopencv.com/image-classification-using-pre-trained-models-using-pytorch/) | [Code](https://github.com/spmallick/learnopencv/tree/master/Image-classification-pre-trained-models/Image_Classification_using_pre_trained_models.ipynb) |
|[PyTorch for Beginners: Basics](https://www.learnopencv.com/pytorch-for-beginners-basics/) | [Code](https://github.com/spmallick/learnopencv/tree/master/PyTorch-for-Beginners/PyTorch_for_Beginners.ipynb) |
|[PyTorch Model Inference using ONNX and Caffe2](https://www.learnopencv.com/pytorch-model-inference-using-onnx-and-caffe2/) | [Code](https://github.com/spmallick/learnopencv/tree/master/Inference-for-PyTorch-Models/ONNX-Caffe2) |
|[Image Classification Using Transfer Learning in PyTorch](https://www.learnopencv.com/image-classification-using-transfer-learning-in-pytorch/) | [Code](https://github.com/spmallick/learnopencv/tree/master/Image-Classification-in-PyTorch) |
|[Hangman: Creating games in OpenCV](https://www.learnopencv.com/hangman-creating-games-in-opencv/) | [Code](https://github.com/spmallick/learnopencv/tree/master/Hangman) |
|[Image Inpainting with OpenCV (C++/Python)](https://www.learnopencv.com/image-inpainting-with-opencv-c-python/) | [Code](https://github.com/spmallick/learnopencv/tree/master/Image-Inpainting) |
|[Hough Transform with OpenCV (C++/Python)](https://www.learnopencv.com/hough-transform-with-opencv-c-python/) | [Code](https://github.com/spmallick/learnopencv/tree/master/Hough-Transform) |
|[Xeus-Cling: Run C++ code in Jupyter Notebook](https://www.learnopencv.com/xeus-cling-run-c-code-in-jupyter-notebook/) | [Code](https://github.com/spmallick/learnopencv/tree/master/XeusCling) |
|[Gender & Age Classification using OpenCV Deep Learning ( C++/Python )](https://www.learnopencv.com/age-gender-classification-using-opencv-deep-learning-c-python/) | [Code](https://github.com/spmallick/learnopencv/tree/master/AgeGender) |
|[Invisibility Cloak using Color Detection and Segmentation with OpenCV](https://www.learnopencv.com/invisibility-cloak-using-color-detection-and-segmentation-with-opencv/) | [Code](https://github.com/spmallick/learnopencv/tree/master/InvisibilityCloak) |
|[Fast Image Downloader for Open Images V4 (Python)](https://www.learnopencv.com/fast-image-downloader-for-open-images-v4/) | [Code](https://github.com/spmallick/learnopencv/tree/master/downloadOpenImages) |
|[Deep Learning based Text Detection Using OpenCV (C++/Python)](https://www.learnopencv.com/deep-learning-based-text-detection-using-opencv-c-python/) | [Code](https://github.com/spmallick/learnopencv/tree/master/TextDetectionEAST) |
|[Video Stabilization Using Point Feature Matching in OpenCV](https://www.learnopencv.com/video-stabilization-using-point-feature-matching-in-opencv/) | [Code](https://github.com/spmallick/learnopencv/tree/master/VideoStabilization) |
|[Training YOLOv3 : Deep Learning based Custom Object Detector](https://www.learnopencv.com/training-yolov3-deep-learning-based-custom-object-detector/) | [Code](https://github.com/spmallick/learnopencv/tree/master/YOLOv3-Training-Snowman-Detector ) |
|[Using OpenVINO with OpenCV](https://www.learnopencv.com/using-openvino-with-opencv/) | [Code](https://github.com/spmallick/learnopencv/tree/master/OpenVINO-OpenCV) |
|[Duplicate Search on Quora Dataset](https://www.learnopencv.com/duplicate-search-on-quora-dataset/) | [Code](https://github.com/spmallick/learnopencv/tree/master/Quora-Dataset-Duplicate-Search) |
|[Shape Matching using Hu Moments (C++/Python)](https://www.learnopencv.com/shape-matching-using-hu-moments-c-python/) | [Code](https://github.com/spmallick/learnopencv/tree/master/HuMoments) |
|[Install OpenCV 4 on CentOS (C++ and Python)](https://www.learnopencv.com/install-opencv-4-on-centos-7/) | [Code](https://github.com/spmallick/learnopencv/blob/master/InstallScripts/installOpenCV-3-on-centos.sh) |
|[Install OpenCV 3.4.4 on CentOS (C++ and Python)](https://www.learnopencv.com/install-opencv-3-4-4-on-centos-7/) | [Code](https://github.com/spmallick/learnopencv/blob/master/InstallScripts/installOpenCV-3-on-centos.sh) |
|[Install OpenCV 3.4.4 on Red Hat (C++ and Python)](https://www.learnopencv.com/install-opencv-3-4-4-on-red-hat/) | [Code](https://github.com/spmallick/learnopencv/blob/master/InstallScripts/installOpenCV-3-on-red-hat.sh) |
|[Install OpenCV 4 on Red Hat (C++ and Python)](https://www.learnopencv.com/install-opencv-4-on-red-hat/) | [Code](https://github.com/spmallick/learnopencv/blob/master/InstallScripts/installOpenCV-4-on-red-hat.sh) |
|[Install OpenCV 4 on macOS (C++ and Python)](https://www.learnopencv.com/install-opencv-4-on-macos/) | [Code](https://github.com/spmallick/learnopencv/tree/master/InstallScripts/installOpenCV-4-macos.sh) |
|[Install OpenCV 3.4.4 on Raspberry Pi](https://www.learnopencv.com/install-opencv-3-4-4-on-raspberry-pi/) | [Code](https://github.com/spmallick/learnopencv/blob/master/InstallScripts/installOpenCV-3-raspberry-pi.sh) |
|[Install OpenCV 3.4.4 on macOS (C++ and Python)](https://www.learnopencv.com/install-opencv-3-4-4-on-macos/) | [Code](https://github.com/spmallick/learnopencv/blob/master/InstallScripts/installOpenCV-3-macos.sh) |
|[OpenCV QR Code Scanner (C++ and Python)](https://www.learnopencv.com/opencv-qr-code-scanner-c-and-python/) | [Code](https://github.com/spmallick/learnopencv/tree/master/QRCode-OpenCV) |
|[Install OpenCV 3.4.4 on Windows (C++ and Python)](https://www.learnopencv.com/install-opencv-3-4-4-on-windows/) | [Code](https://github.com/spmallick/learnopencv/tree/master/InstallScripts/Windows-3) |
|[Install OpenCV 3.4.4 on Ubuntu 16.04 (C++ and Python)](https://www.learnopencv.com/install-opencv-3-4-4-on-ubuntu-16-04/) | [Code](https://github.com/spmallick/learnopencv/blob/master/InstallScripts/installOpenCV-3-on-Ubuntu-16-04.sh) |
|[Install OpenCV 3.4.4 on Ubuntu 18.04 (C++ and Python)](https://www.learnopencv.com/install-opencv-3-4-4-on-ubuntu-18-04/) | [Code](https://github.com/spmallick/learnopencv/blob/master/InstallScripts/installOpenCV-3-on-Ubuntu-18-04.sh) |
|[Universal Sentence Encoder](https://www.learnopencv.com/universal-sentence-encoder) | [Code](https://github.com/spmallick/learnopencv/blob/master/Universal-Sentence-Encoder) |
|[Install OpenCV 4 on Raspberry Pi](https://www.learnopencv.com/install-opencv-4-on-raspberry-pi/) | [Code](https://github.com/spmallick/learnopencv/blob/master/InstallScripts/installOpenCV-4-raspberry-pi.sh) |
|[Install OpenCV 4 on Windows (C++ and Python)](https://www.learnopencv.com/install-opencv-4-on-windows/) | [Code](https://github.com/spmallick/learnopencv/tree/master/Insta
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