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‎README.md

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# Computer Vision OpenCV C++ Free Online Course
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## Overview
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Udemy Computer Vision with OpenCV and C++ Free Course By Nicolai Nielsen.
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## References
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- [Computer Vision and OpenCV Tutorial in C++ - Nicolai Nielsen](https://www.udemy.com/course/computer-vision-with-opencv-official-opencv-free-course/learn/lecture/27025878#overview)
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- [Computer Vision and OpenCV Tutorial in C++ - Nicolai Nielsen - Class Central](https://www.classcentral.com/course/youtube-computer-vision-and-opencv-tutorial-in-c-64177)
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‎cv-opencv-cpp-free-course.md

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# Computer Vision and OpenCV Tutorial in C++
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## Overview
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Udemy Computer Vision with OpenCV and C++ Free Course By [Nicolai Nielsen](https://www.youtube.com/@NicolaiAI).
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## Course Contents
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```
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- Introduction to Computer Vision and OpenCV C++ - OpenCV Tutorial.
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- How To Install OpenCV C++ and Use It With Microsoft Visual Studio.
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- Python vs C++ in Computer Vision.
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- Python VS C++ in OpenCV and Computer Vision - Speed and Performance Test with Code.
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- Noise, Smoothing and Thresholding - Computer Vision and OpenCV C++.
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- What Are Histograms and What Can They Be Used To - Computer Vision and OpenCV C++.
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- Histograms - Computer Vision and OpenCV C++.
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- Binary Vision - Computer Vision and OpenCV C++.
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- Camera Calibration With Code and Example in C++ - Computer Vision and OpenCV C++.
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- Image Transformations - Computer Vision and OpenCV C++.
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- Stereo Vision and Depth Estimation - Computer Vision and OpenCV C++ and Python.
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- Depth Estimation Using Stereo Vision - Computer Vision Project with OpenCV C++ Code.
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- Python Depth Estimation With Stereo Vision - Computer Vision and OpenCV Project.
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- Hough Transform Lines and Circles - Computer Vision and OpenCV C++.
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- Edge Detection with Canny Edge Detector - Computer Vision and OpenCV C++ | UPDATED VERSION.
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- Edge Detection - Computer Vision and OpenCV C++.
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- Corner Detection - Computer Vision and OpenCV C++ | UPDATED VERSION.
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- Corner Detection - Computer Vision and OpenCV C++.
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- Object Detection - Haar Cascade Classifier in Computer Vision and OpenCV C++.
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- Detection and Distance Estimation from a Single Camera - Computer Vision and OpenCV C++ Project.
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- Tesla FSD Beta v9.0 Explained - 4D Surround Cameras with Neural Networks.
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- Background Subtraction - Computer Vision and OpenCV in Python.
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- Live FPS Count with OpenCV in Python and C++ - Computer Vision Tutorial.
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- Camera Calibration in Python with OpenCV - Python Script with Images.
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- Depth Maps in OpenCV Python - Stereo Vision with Code and Examples.
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- Andrej Karpathy Talking about AI and Neural Networks at Tesla for Full Self Driving.
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- Pose Estimation of Objects in OpenCV Python.
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- How To Install OpenCV C++ and Set It Up in Visual Studio Code with CMake.
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- Introduction To MediaPipe Machine Learning Solutions - Computer Vision Projects.
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- Latest FACE DETECTION with 250+ FPS on CPU - MediaPipe and OpenCV Python.
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- Latest FACE MESH DETECTION with 100+ FPS on CPU - MediaPipe and OpenCV Python.
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- Latest HAND DETECTION with 60+ FPS on CPU - MediaPipe and OpenCV Python.
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- Latest 3D OBJECT DETECTION with 30+ FPS on CPU - MediaPipe and OpenCV Python.
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- Latest HOLISTIC DETECTION with 30+ FPS on CPU - MediaPipe and OpenCV Python.
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- How To Install and Build OpenCV with GPU for C++ | Visual Studio Code | NVIDIA Cuda and OpenCV 4.5.2.
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- How To Install and Build OpenCV with GPU for Python | VS Code | NVIDIA Cuda and OpenCV 4.5.2.
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- How To Setup OpenCV with GPU for C++ in Visual Studio 2019 | NVIDIA Cuda and OpenCV 4.5.2.
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- Introduction to OpenCV DNN Module - OpenCV and Computer Vision with GPU.
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- How To Deploy Neural Networks with OpenCV DNN and GPU in Python | 100+ FPS Object Detection.
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- How To Deploy Neural Networks with OpenCV DNN and GPU in C++ | 100+ FPS Object Detection.
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- GPU vs CPU in OpenCV and Computer Vision | OpenCV Cuda C++ | GPU IS UP TO 40X FASTER.
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- How to Estimate Depth with Stereo Vision in OpenCV Python - 3D Object Detection.
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- Python VS C++ in OpenCV and Computer Vision - Is C++ Outdated or Forgotten?.
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- How To Make Panorama Images with Image Stitching in OpenCV Python.
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- Introduction to OpenCV Cuda GPU in C++.
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- Core and Matrix Operations with OpenCV Cuda on GPU in C++.
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- Image Filters with OpenCV Cuda on GPU in C++.
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- Corner Detection with OpenCV Cuda on GPU in C++.
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- What You Should Know and Learn for Computer Vision and Artificial Intelligence in 2021.
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- Monocular Camera Depth Estimation with Neural Networks in OpenCV C++.
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- Python Monocular Camera Depth Estimation with Neural Networks in OpenCV.
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- Hough Transforms with OpenCV Cuda on GPU in C++.
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- Camera Calibration in MATLAB with Steps and Example.
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- Stereo Camera Calibration in MATLAB with Steps and Example.
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- Distance Estimation to Faces with a Monocular Camera using OpenCV Python and Neural Networks.
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- How To Create Point Clouds with Stereo Vision in OpenCV Python - Python Scripts with Images.
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- How To Create Point Clouds with Deep Learning and Neural Networks in OpenCV Python.
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- Optical Flow for Object Tracking and Trajectories in OpenCV Python.
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- Optical Flow for Motion Detection in OpenCV Python.
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- Introduction to Open3D and Point Clouds in Python.
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- Point Cloud Processing in Open3D with Python - Voxel Downsampling and Normal Estimation.
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- Point Cloud Processing in Open3D with Python - Basic Operations and Clustering.
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- Outlier Removal - Point Cloud Processing in Open3D with Python.
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- Create Point Clouds from Depth Maps - Point Cloud Processing in Open3D with Python.
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- Create Your Own Point Clouds from Depth Maps - Point Cloud Processing in Open3D with Python.
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- Pose Estimation of Point Clouds with ICP - Point Cloud Processing in Open3D with Python.
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- Global Registration for Pose Estimation - Point Cloud Processing in Open3D with Python.
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- Create Point Clouds With Your Smartphone.
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- YOLOv5 Custom Object Detection with Code and Dataset - Neural Networks and Deep Learning.
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- Pose Estimation of Point Clouds with Colors and ICP - Point Cloud Processing in Open3D with Python.
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- Latest SELFIE SEGMENTATION with 100+ FPS on CPU - MediaPipe and OpenCV Python.
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- Head Pose Estimation with MediaPipe and OpenCV in Python - OVER 100 FPS!!!.
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- SIFT Feature Extraction in OpenCV with Python - Computer Vision.
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- Python VS C++ Comparison in OpenCV - What to use for Speed and Performance?.
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- How To Deploy YOLOv5 Object Detection Model with OpenCV - With Example and Python Code.How To Deploy Custom YOLOv5 Model for Object Detection with OpenCV - With Example and Python Code.
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```
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## Practice playground
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- Replit env - @TODO
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## References
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- [Computer Vision and OpenCV Tutorial in C++ - Nicolai Nielsen](https://www.youtube.com/playlist?list=PLkmvobsnE0GHMmTF7GTzJnCISue1L9fJn)
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- [Computer Vision and OpenCV Tutorial in C++ - Nicolai Nielsen - Class Central](https://www.classcentral.com/course/youtube-computer-vision-and-opencv-tutorial-in-c-64177)

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