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Udemy - Computer Vision with OpenCV | Deep Learning CNN Projects
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1.94 GiB (2084440383 Bytes)
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tuts756
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585B7B0BBE9073AE0538C7A42EC59D938DE4F70E




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Description

OpenCV-Python is an appropriate tool for fast prototyping of Computer Vision problems.

Hands-on Computer Vision with OpenCV from scratch to real-time project development.

Computer Vision is the hottest field in the era of Artificial Intelligence. It is making enormous advances in Self-driving cars, Robotics, Medical as well as in various image correction apps.

Computer Vision is showing us the future of technology and we can’t even imagine what will be the end of its possibilities.

OpenCV library uses NumPy and all its array structures convert to and from NumPy arrays.

OpenCV is used to develop real-time computer vision applications. It is capable of processing images and videos to identify objects, faces, or even handwriting.

You will learn the topics:

    The key concepts of computer Vision & OpenCV
    Basic operations: Image read and display, Image Properties, Image resize and write, ROI and Color Mapping, Horizontal & Vertical flipping of images.
    Drawing function in OpenCV
    Working with Live Camera
    Object detection: haarcascade face detection in images and Live camera
    Convolutional Neural Network (CNN)
    Deep Learning with Keras
    Project: Handwritten Digit Classification using MNIST
    Project: Fashion Classifier using FNIST
    Project: Dogs vs Cats classifier
    Project: Object Detection using YOLOv3
    Project: Social Distancing Detector COVID-19

Feel free to message us on Udemy if you have any questions about the course!

So, are you ready to get started? Enroll now and start the process of becoming a Master in Computer Vision using Deep Learning today!
Who this course is for:

    Python Developers, who want to upgrade in Computer Vision and Deep Learning.
    Freshers Interested in Computer Vision and Deep Learning.
    Engineering Students Who Want to Make Their Carrier in Computer Vision and Deep Learning.
    Passion to learn computer vision from scratch

Requirements

    Basic programming skills in Python would be beneficial.
    WebCam if you want to learn the video streaming content

Last Updated 3/2021

[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/10 Project-Social Distancing Detector/036 Human Detecting using YOLO.mp4118.08 MiB
TutsNode.com.txt63 B
[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/07 Project-Object Detection using YOLO v3 Algorithm/027 yolo.html313.41 KiB
[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/04 Convolutional Neural Network/017 Convolution-Basics.xlsx12.82 KiB
[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/09 Project- MNIST Fashion Clothing Classifier/034 mnist-fashion-datasets-tensorflow2.py3.67 KiB
[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/06 Project- Handwritten Digits Recognition using CNN, Keras/023 mnist-digits-using-keras-using-cnn.py3.59 KiB
[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/02 Image Operations using OpenCV/005 image-operations-using-opencv.py1.73 KiB
[TGx]Downloaded from torrentgalaxy.to .txt585 B
[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/07 Project-Object Detection using YOLO v3 Algorithm/external-assets-links.txt109 B
[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/10 Project-Social Distancing Detector/external-assets-links.txt109 B
[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/02 Image Operations using OpenCV/external-assets-links.txt105 B
[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/08 Project Cat Dog Classifier/external-assets-links.txt99 B
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/03 Face Detection and Working with Live Camera/012 Face Detection in Image.mp4103.97 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/06 Project- Handwritten Digits Recognition using CNN, Keras/023 Project introduction and Data Preprocessing.mp498.96 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/09 Project- MNIST Fashion Clothing Classifier/034 MNIST Fashion Clothing Classifier.mp497.9 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/10 Project-Social Distancing Detector/038 Drawing rectangle and line of different zones.mp489.59 MiB
[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/02 Image Operations using OpenCV/005 6.jpg122.79 KiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/02 Image Operations using OpenCV/005 Image Properties.mp486.06 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/08 Project Cat Dog Classifier/033 Data Augmentation and Final Model.mp484.57 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/07 Project-Object Detection using YOLO v3 Algorithm/028 Implementation-Objects Detection on Image with YOLO v3 and OpenCV-part2.mp473.89 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/01 Introduction to Computer vision and OpenCV/002 Image Processing vs Computer Vision.mp473.15 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/04 Convolutional Neural Network/021 Fully Connected Layer.mp465.91 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/03 Face Detection and Working with Live Camera/011 Working with Live Camera.mp464.86 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/04 Convolutional Neural Network/017 Convolution Layer.mp464.47 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/02 Image Operations using OpenCV/009 Drawing function in OpenCV.mp462.91 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/07 Project-Object Detection using YOLO v3 Algorithm/027 Implementation-Objects Detection on Image with YOLO v3 and OpenCV-part1.mp460.27 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/01 Introduction to Computer vision and OpenCV/003 Introduction and working of OpenCV.mp454.33 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/02 Image Operations using OpenCV/004 Image read and display using OpenCV.mp453.79 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/08 Project Cat Dog Classifier/030 Introduction to Cat Dog Classifier.mp453.71 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/06 Project- Handwritten Digits Recognition using CNN, Keras/025 Build Model and Prediction on images.mp451.09 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/07 Project-Object Detection using YOLO v3 Algorithm/026 Introduction-Objects Detection with YOLO v3 and OpenCV.mp450.56 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/10 Project-Social Distancing Detector/037 Calculating Distance and Category of Risk.mp450.32 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/04 Convolutional Neural Network/015 Why CNN.mp449.47 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/05 Keras API/022 What is Keras.mp448.67 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/08 Project Cat Dog Classifier/031 Preprocess data.mp443.69 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/01 Introduction to Computer vision and OpenCV/001 Getting Started with Google Colab.mp438.85 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/08 Project Cat Dog Classifier/032 Build a Model.mp432.1 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/03 Face Detection and Working with Live Camera/013 Face Detection in Live Camera.mp431.18 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/06 Project- Handwritten Digits Recognition using CNN, Keras/024 Model creation.mp430.97 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/02 Image Operations using OpenCV/010 Draw Rectangle using OpenCv.mp429.31 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/02 Image Operations using OpenCV/008 Horizontal & Vertical flipping of images.mp428.65 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/03 Face Detection and Working with Live Camera/014 Display Only Face from image and Save.mp427.95 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/02 Image Operations using OpenCV/007 ROI and Color Changing using OpenCV.mp426.82 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/04 Convolutional Neural Network/019 Pooling Layer.mp424.8 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/07 Project-Object Detection using YOLO v3 Algorithm/029 Implementation-Objects Detection on Live Video with YOLO v3 and OpenCV.mp421.83 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/04 Convolutional Neural Network/016 What is CNN.mp421.3 MiB
.pad/33206.5 KiB
[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/10 Project-Social Distancing Detector/035 Introduction to Social Distancing Detector COVID-19.mp420.19 MiB
.pad/34314.55 KiB
[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/02 Image Operations using OpenCV/006 Image resize and write using OpenCV.mp416.5 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/04 Convolutional Neural Network/018 Relu Layer.mp414.1 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/04 Convolutional Neural Network/020 Flattening Layer.mp412.5 MiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/02 Image Operations using OpenCV/005 haarcascade-frontalface-default.xml898.31 KiB
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[TutsNode.com] - Computer Vision with OpenCV Deep Learning CNN Projects/03 Face Detection and Working with Live Camera/012 haarcascade-frontalface-default.xml898.31 KiB