Udemy - Master Computer Vision™ OpenCV4 in Python with Deep Learning

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[FreeCourseLab.com] Udemy - Master Computer Vision™ OpenCV4 in Python with Deep Learning 1. Course Introduction and Setup
  • 1. Introduction.mp4 (11.7 MB)
  • 1. Introduction.vtt (2.6 KB)
  • 2. Introduction to Computer Vision and OpenCV.mp4 (7.2 MB)
  • 2. Introduction to Computer Vision and OpenCV.vtt (4.1 KB)
  • 3. About this course.mp4 (10.3 MB)
  • 3. About this course.vtt (7.1 KB)
  • 4. READ THIS - Guide to installing and setting up your OpenCV4.0.1 Virtual Machine.html (2.6 KB)
  • 4.1 Download your OpenCV4 Virtual Machine HERE!.html (0.1 KB)
  • 5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.mp4 (37.6 MB)
  • 5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.vtt (5.3 KB)
  • 5.1 masteropencv4_v1.5.tar.gz.gz (116.1 MB)
  • 6. Installation of OpenCV & Python on Windows.mp4 (23.9 MB)
  • 6. Installation of OpenCV & Python on Windows.vtt (11.1 KB)
  • 6.1 Windows OpenCV Installation.pdf.pdf (23.5 KB)
  • 7. Installation of OpenCV & Python on Mac.html (4.2 KB)
  • 7.1 Guide to troubleshooting Issues with Mac installs.html (0.1 KB)
  • 8. Installation of OpenCV & Python on Linux.html (3.8 KB)
  • 9. Set up course materials (DOWNLOAD LINK BELOW) - Not needed if using the new VM.mp4 (4.6 MB)
  • 9. Set up course materials (DOWNLOAD LINK BELOW) - Not needed if using the new VM.vtt (2.1 KB)
  • 9.1 MasteringComputerVision_V1.03.zip.zip (127.5 MB)
10. Computational Photography & Make a License Plate Reader
  • 1. Mini Project # 12 - Photo-Restoration.mp4 (14.7 MB)
  • 1. Mini Project # 12 - Photo-Restoration.vtt (8.2 KB)
  • 2. Mini Project # 13 - Automatic Number-Plate Recognition (ALPR).html (0.8 KB)
  • 2.1 Lecture11.1 Automatic Number-Plate Recognition.zip.zip (23.8 KB)
11. Conclusion
  • 1. Course Summary and how to become an Expert.mp4 (4.2 MB)
  • 1. Course Summary and how to become an Expert.vtt (4.0 KB)
  • 1.1 ResearchPapersandURLS.pdf.pdf (96.7 KB)
  • 2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.mp4 (15.7 MB)
  • 2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.vtt (9.4 KB)
12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine
  • 1. Setup your Deep Learning Virtual Machine.mp4 (77.4 MB)
  • 1. Setup your Deep Learning Virtual Machine.vtt (12.4 KB)
  • 1.1 DeepLearningCV_MOCV.tar.gz.gz (135.4 MB)
  • 1.2 Download VirtualBox.html (0.1 KB)
  • 1.3 Deep Learning Computer Vision OCV.pdf.pdf (26.6 MB)
  • 1.4 Download Your Deep Learning Virtual Machine HERE.html (0.1 KB)
  • 2. Intro to Handwritten Digit Classification (MNIST).mp4 (67.3 MB)
  • 2. Intro to Handwritten Digit Classification (MNIST).vtt (7.0 KB)
  • 3. Intro to Multiple Image Classification (CIFAR10).mp4 (27.3 MB)
  • 3. Intro to Multiple Image Classification (CIFAR10).vtt (3.8 KB)
13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks
  • 1. Neural Networks Chapter Overview.mp4 (7.8 MB)
  • 1. Neural Networks Chapter Overview.vtt (1.9 KB)
  • 10. Epochs, Iterations and Batch Sizes.mp4 (26.1 MB)
  • 10. Epochs, Iterations and Batch Sizes.vtt (4.3 KB)
  • 11. Measuring Performance and the Confusion Matrix.mp4 (52.1 MB)
  • 11. Measuring Performance and the Confusion Matrix.vtt (8.6 KB)
  • 12. Review and Best Practices.mp4 (27.1 MB)
  • 12. Review and Best Practices.vtt (5.1 KB)
  • 2. Machine Learning Overview.mp4 (52.3 MB)
  • 2. Machine Learning Overview.vtt (52.3 MB)
  • 3. Neural Networks Explained.mp4 (23.4 MB)
  • 3. Neural Networks Explained.vtt (4.7 KB)
  • 4. Forward Propagation.mp4 (63.3 MB)
  • 4. Forward Propagation.vtt (9.9 KB)
  • 5. Activation Functions.mp4 (59.7 MB)
  • 5. Activation Functions.vtt (10.2 KB)
  • 6. Training Part 1 – Loss Functions.mp4 (58.4 MB)
  • 6. Training Part 1 – Loss Functions.vtt (10.4 KB)
  • 7. Training Part 2 – Backpropagation and Gradient Descent.mp4 (72.7 MB)
  • 7. Training Part 2 – Backpropagation and Gradient Descent.vtt (11.7 KB)
  • 8. Backpropagation & Learning Rates – A Worked Example.mp4 (99.9 MB)
  • 8. Backpropagation & Learning Rates – A Worked Example.vtt (15.5 KB)
  • 9. Regularization, Overfitting, Generalization and Test Datasets.mp4 (118.4 MB)
  • 9. Regularization, Overfitting, Generalization and Test Datasets.vtt (18.4 KB)
14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)
  • 1. Convolutional Neural Networks Chapter Overview.mp4 (5.1 MB)
  • 1. Convolutional Neural Networks Chapter Overview.vtt (1.3 KB)
  • 2. Introduction to Convolutional Neural Networks (CNNs).mp4 (36.7 MB)
  • 2. Introduction to Convolutional Neural Networks (CNNs).vtt (6.4 KB)
  • 3. Convolutions & Image Features.mp4 (102.4 MB)
  • 3. Convolutions & Image Features.vtt (15.4 KB)
  • 4. Depth, Stride and Padding.mp4 (46.6 MB)
  • 4. Depth, Stride and Padding.vtt (8.2 KB)
  • 5. ReLU.mp4 (10.9 MB)
  • 5. ReLU.vtt (2.2 KB)
  • 6. Pooling.mp4 (28.8 MB)
  • 6. Pooling.vtt (5.7 KB)
  • 7. The Fully Connected Layer.mp4 (13.9 MB)
  • 7. The Fully Connected Layer.vtt (2.7 KB)
  • 8. Training CNNs.mp4 (27.1 MB)
  • 8. Training CNNs.vtt (3.7 KB)
  • 9. Designing Your Own CNN.mp4 (24.3 MB)
  • 9. Designing Your Own CNN.vtt (4.8 KB)
15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras
  • 1. Introduction to Keras & Tensorflow.mp4 (5.6 MB)
  • 1. Introduction to Keras & Tensorflow.vtt (1.2 KB)
  • 10. Saving and Loading Your Model.mp4 (29.5 MB)
  • 10. Saving and Loading Your Model.vtt (3.9 KB)
  • 11. Displaying Your Model Visually.mp4 (25.5 MB)
  • 11. Displaying Your Model Visually.vtt (3.8 KB)
  • 12. Building a Simple Image Classifier using CIFAR10.mp4 (74.3 MB)
  • 12. Building a Simple Image Classifier using CIFAR10.vtt (74.4 MB)
  • 2. Building a CNN in Keras.mp4 (73.7 MB)
  • 2. Building a CNN in Keras.vtt (15.8 KB)
  • 3. Building a Handwriting Recognition CNN.mp4 (11.1 MB)

Description

Udemy - Master Computer Vision™ OpenCV4 in Python with Deep Learning

Learn OpenCV4, Dlib, Keras, TensorFlow & Caffe while completing over 21 projects such as classifiers, detectors & more!

Created by Rajeev Ratan
Last updated 6/2019

For more Udemy Courses: https://freecourselab.com



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Udemy - Master Computer Vision™ OpenCV4 in Python with Deep Learning

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Udemy - Master Computer Vision™ OpenCV4 in Python with Deep Learning

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