FILENAME | SIZE | | 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 |
| 12/1. Setup your Deep Learning Virtual Machine.mp4 | 77.4 MB |
| 12/1. Setup your Deep Learning Virtual Machine.vtt | 12.4 KB |
| 12/1.1 DeepLearningCV_MOCV.tar.gz.gz | 135.4 MB |
| 12/1.2 Download VirtualBox.html | 102 B |
| 12/1.3 Deep Learning Computer Vision OCV.pdf.pdf | 26.6 MB |
| 12/1.4 Download Your Deep Learning Virtual Machine HERE.html | 127 B |
| 12/2. Intro to Handwritten Digit Classification (MNIST).mp4 | 67.3 MB |
| 12/2. Intro to Handwritten Digit Classification (MNIST).vtt | 7 KB |
| 12/3. Intro to Multiple Image Classification (CIFAR10).mp4 | 27.3 MB |
| 12/3. Intro to Multiple Image Classification (CIFAR10).vtt | 3.8 KB |
| 13/1. Neural Networks Chapter Overview.mp4 | 7.8 MB |
| 13/1. Neural Networks Chapter Overview.vtt | 1.9 KB |
| 13/10. Epochs, Iterations and Batch Sizes.mp4 | 26.1 MB |
| 13/10. Epochs, Iterations and Batch Sizes.vtt | 4.3 KB |
| 13/11. Measuring Performance and the Confusion Matrix.mp4 | 52.1 MB |
| 13/11. Measuring Performance and the Confusion Matrix.vtt | 8.6 KB |
| 13/12. Review and Best Practices.mp4 | 27.1 MB |
| 13/12. Review and Best Practices.vtt | 5.1 KB |
| 13/2. Machine Learning Overview.mp4 | 52.3 MB |
| 13/2. Machine Learning Overview.vtt | 52.3 MB |
| 13/3. Neural Networks Explained.mp4 | 23.4 MB |
| 13/3. Neural Networks Explained.vtt | 4.7 KB |
| 13/4. Forward Propagation.mp4 | 63.3 MB |
| 13/4. Forward Propagation.vtt | 9.9 KB |
| 13/5. Activation Functions.mp4 | 59.7 MB |
| 13/5. Activation Functions.vtt | 10.2 KB |
| 13/6. Training Part 1 – Loss Functions.mp4 | 58.4 MB |
| 13/6. Training Part 1 – Loss Functions.vtt | 10.4 KB |
| 13/7. Training Part 2 – Backpropagation and Gradient Descent.mp4 | 72.7 MB |
| 13/7. Training Part 2 – Backpropagation and Gradient Descent.vtt | 11.7 KB |
| 13/8. Backpropagation & Learning Rates – A Worked Example.mp4 | 99.9 MB |
| 13/8. Backpropagation & Learning Rates – A Worked Example.vtt | 15.5 KB |
| 13/9. Regularization, Overfitting, Generalization and Test Datasets.mp4 | 118.4 MB |
| 13/9. Regularization, Overfitting, Generalization and Test Datasets.vtt | 18.4 KB |
| 14/1. Convolutional Neural Networks Chapter Overview.mp4 | 5.1 MB |
| 14/1. Convolutional Neural Networks Chapter Overview.vtt | 1.3 KB |
| 14/2. Introduction to Convolutional Neural Networks (CNNs).mp4 | 36.7 MB |
| 14/2. Introduction to Convolutional Neural Networks (CNNs).vtt | 6.4 KB |
| 14/3. Convolutions & Image Features.mp4 | 102.4 MB |
| 14/3. Convolutions & Image Features.vtt | 15.4 KB |
| 14/4. Depth, Stride and Padding.mp4 | 46.6 MB |
| 14/4. Depth, Stride and Padding.vtt | 8.2 KB |
| 14/5. ReLU.mp4 | 10.9 MB |
| 14/5. ReLU.vtt | 2.2 KB |
| 14/6. Pooling.mp4 | 28.8 MB |
| 14/6. Pooling.vtt | 5.7 KB |
| 14/7. The Fully Connected Layer.mp4 | 13.9 MB |
| 14/7. The Fully Connected Layer.vtt | 2.7 KB |
| 14/8. Training CNNs.mp4 | 27.1 MB |
| 14/8. Training CNNs.vtt | 3.7 KB |
| 14/9. Designing Your Own CNN.mp4 | 24.3 MB |
| 14/9. 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/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 |
| 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/7. Building & Compiling Our Model.mp4 | 36.2 MB |
| 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/7. Building & Compiling Our Model.vtt | 4.8 KB |