[FreeCourseLab.com] Udemy - Master Computer Vision™ OpenCV4 in Python with Deep Learning

• [FreeCourseLab.com] Udemy - Master Computer Vision™ OpenCV4 in Python with Deep Learning
• 1. Course Introduction and Setup/1. Introduction.mp4 11.7 MB
• 1. Course Introduction and Setup/1. Introduction.vtt 2.6 KB
• 1. Course Introduction and Setup/2. Introduction to Computer Vision and OpenCV.mp4 7.2 MB
• 1. Course Introduction and Setup/2. Introduction to Computer Vision and OpenCV.vtt 4.1 KB
• 1. Course Introduction and Setup/3. About this course.mp4 10.3 MB
• 1. Course Introduction and Setup/3. About this course.vtt 7.1 KB
• 1. Course Introduction and Setup/4. READ THIS - Guide to installing and setting up your OpenCV4.0.1 Virtual Machine.html 2.6 KB
• 1. Course Introduction and Setup/4.1 Download your OpenCV4 Virtual Machine HERE!.html 143 B
• 1. Course Introduction and Setup/5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.mp4 37.6 MB
• 1. Course Introduction and Setup/5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.vtt 5.3 KB
• 1. Course Introduction and Setup/5.1 masteropencv4_v1.5.tar.gz.gz 116.1 MB
• 1. Course Introduction and Setup/6. Installation of OpenCV & Python on Windows.mp4 23.9 MB
• 1. Course Introduction and Setup/6. Installation of OpenCV & Python on Windows.vtt 11.1 KB
• 1. Course Introduction and Setup/6.1 Windows OpenCV Installation.pdf.pdf 23.5 KB
• 1. Course Introduction and Setup/7. Installation of OpenCV & Python on Mac.html 4.2 KB
• 1. Course Introduction and Setup/7.1 Guide to troubleshooting Issues with Mac installs.html 148 B
• 1. Course Introduction and Setup/8. Installation of OpenCV & Python on Linux.html 3.8 KB
• 1. Course Introduction and Setup/9. Set up course materials (DOWNLOAD LINK BELOW) - Not needed if using the new VM.mp4 4.6 MB
• 1. Course Introduction and Setup/9. Set up course materials (DOWNLOAD LINK BELOW) - Not needed if using the new VM.vtt 2.1 KB
• 1. Course Introduction and Setup/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
• 10. Computational Photography & Make a License Plate Reader/1. Mini Project # 12 - Photo-Restoration.vtt 8.2 KB
• 10. Computational Photography & Make a License Plate Reader/2. Mini Project # 13 - Automatic Number-Plate Recognition (ALPR).html 861 B
• 10. Computational Photography & Make a License Plate Reader/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
• 11. Conclusion/1. Course Summary and how to become an Expert.vtt 4 KB
• 11. Conclusion/1.1 ResearchPapersandURLS.pdf.pdf 96.7 KB
• 11. Conclusion/2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.mp4 15.7 MB
• 11. Conclusion/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
• 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1. Setup your Deep Learning Virtual Machine.vtt 12.4 KB
• 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1.1 DeepLearningCV_MOCV.tar.gz.gz 135.4 MB
• 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1.2 Download VirtualBox.html 102 B
• 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1.3 Deep Learning Computer Vision OCV.pdf.pdf 26.6 MB
• 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1.4 Download Your Deep Learning Virtual Machine HERE.html 127 B
• 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/2. Intro to Handwritten Digit Classification (MNIST).mp4 67.3 MB
• 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/2. Intro to Handwritten Digit Classification (MNIST).vtt 7 KB
• 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/3. Intro to Multiple Image Classification (CIFAR10).mp4 27.3 MB
• 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/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
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/1. Neural Networks Chapter Overview.vtt 1.9 KB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/10. Epochs, Iterations and Batch Sizes.mp4 26.1 MB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/10. Epochs, Iterations and Batch Sizes.vtt 4.3 KB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/11. Measuring Performance and the Confusion Matrix.mp4 52.1 MB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/11. Measuring Performance and the Confusion Matrix.vtt 8.6 KB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/12. Review and Best Practices.mp4 27.1 MB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/12. Review and Best Practices.vtt 5.1 KB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/2. Machine Learning Overview.mp4 52.3 MB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/2. Machine Learning Overview.vtt 52.3 MB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/3. Neural Networks Explained.mp4 23.4 MB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/3. Neural Networks Explained.vtt 4.7 KB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/4. Forward Propagation.mp4 63.3 MB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/4. Forward Propagation.vtt 9.9 KB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/5. Activation Functions.mp4 59.7 MB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/5. Activation Functions.vtt 10.2 KB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/6. Training Part 1 – Loss Functions.mp4 58.4 MB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/6. Training Part 1 – Loss Functions.vtt 10.4 KB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/7. Training Part 2 – Backpropagation and Gradient Descent.mp4 72.7 MB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/7. Training Part 2 – Backpropagation and Gradient Descent.vtt 11.7 KB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/8. Backpropagation & Learning Rates – A Worked Example.mp4 99.9 MB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/8. Backpropagation & Learning Rates – A Worked Example.vtt 15.5 KB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/9. Regularization, Overfitting, Generalization and Test Datasets.mp4 118.4 MB
• 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/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
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/1. Convolutional Neural Networks Chapter Overview.vtt 1.3 KB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/2. Introduction to Convolutional Neural Networks (CNNs).mp4 36.7 MB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/2. Introduction to Convolutional Neural Networks (CNNs).vtt 6.4 KB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/3. Convolutions & Image Features.mp4 102.4 MB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/3. Convolutions & Image Features.vtt 15.4 KB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/4. Depth, Stride and Padding.mp4 46.6 MB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/4. Depth, Stride and Padding.vtt 8.2 KB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/5. ReLU.mp4 10.9 MB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/5. ReLU.vtt 2.2 KB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/6. Pooling.mp4 28.8 MB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/6. Pooling.vtt 5.7 KB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/7. The Fully Connected Layer.mp4 13.9 MB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/7. The Fully Connected Layer.vtt 2.7 KB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/8. Training CNNs.mp4 27.1 MB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/8. Training CNNs.vtt 3.7 KB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/9. Designing Your Own CNN.mp4 24.3 MB
• 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/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
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/1. Introduction to Keras & Tensorflow.vtt 1.2 KB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/10. Saving and Loading Your Model.mp4 29.5 MB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/10. Saving and Loading Your Model.vtt 3.9 KB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/11. Displaying Your Model Visually.mp4 25.5 MB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/11. Displaying Your Model Visually.vtt 3.8 KB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/12. Building a Simple Image Classifier using CIFAR10.mp4 74.3 MB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/12. Building a Simple Image Classifier using CIFAR10.vtt 74.4 MB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/2. Building a CNN in Keras.mp4 73.7 MB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/2. Building a CNN in Keras.vtt 15.8 KB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/3. Building a Handwriting Recognition CNN.mp4 11.1 MB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/3. Building a Handwriting Recognition CNN.vtt 2.2 KB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/4. Loading Our Data.mp4 52.9 MB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/4. Loading Our Data.vtt 7.5 KB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/5. Getting our data in ‘Shape’.mp4 33.8 MB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/5. Getting our data in ‘Shape’.vtt 5.2 KB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/6. Hot One Encoding.mp4 18.2 MB
• 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/6. Hot One Encoding.vtt 3.5 KB

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