Download Udemy - Master Computer Vision™ OpenCV4 In Python With Deep Learning [TP] Torrent

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Udemy - Master Computer Vision™ OpenCV4 In Python With Deep Learning [TP]

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1. Course Introduction and Setup

1. Introduction.mp4	MP4	11.66 MB
1. Introduction.vtt	VTT	2.55 KB
2. Introduction to Computer Vision and OpenCV.mp4	MP4	7.2 MB
2. Introduction to Computer Vision and OpenCV.vtt	VTT	4.05 KB
3. About this course.mp4	MP4	10.29 MB
3. About this course.vtt	VTT	7.12 KB
4. READ THIS - Guide to installing and setting up your OpenCV4.0.1 Virtual Machine.html	HTML	2.6 KB
4.1 Download your OpenCV4 Virtual Machine HERE!.html	HTML	143 B
5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.mp4	MP4	37.58 MB
5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.vtt	VTT	5.33 KB
5.1 masteropencv4_v1.5.tar.gz.gz	GZ	116.15 MB
6. Installation of OpenCV & Python on Windows.mp4	MP4	23.95 MB
6. Installation of OpenCV & Python on Windows.vtt	VTT	11.13 KB
6.1 Windows OpenCV Installation.pdf.pdf	PDF	23.49 KB
7. Installation of OpenCV & Python on Mac.html	HTML	4.2 KB
7.1 Guide to troubleshooting Issues with Mac installs.html	HTML	148 B
8. Installation of OpenCV & Python on Linux.html	HTML	3.76 KB
9. Set up course materials (DOWNLOAD LINK BELOW) - Not needed if using the new VM.mp4	MP4	4.62 MB
9. Set up course materials (DOWNLOAD LINK BELOW) - Not needed if using the new VM.vtt	VTT	2.14 KB
9.1 MasteringComputerVision_V1.03.zip.zip	ZIP	127.48 MB

1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.mp4	MP4	10.1 MB
1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.vtt	VTT	6.97 KB
2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.mp4	MP4	24.98 MB
2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.vtt	VTT	14.43 KB
3. Mini Project 6 - Car and Pedestrian Detection in Videos.mp4	MP4	15.23 MB
3. Mini Project 6 - Car and Pedestrian Detection in Videos.vtt	VTT	9.07 KB

1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.mp4	MP4	28.29 MB
1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.vtt	VTT	14.74 KB
2. Merging Faces (Face Swaps) - Combine Two Faces For Fun & Sometimes Scary Results.mp4	MP4	28.66 MB
2. Merging Faces (Face Swaps) - Combine Two Faces For Fun & Sometimes Scary Results.vtt	VTT	12.46 KB
2.1 Student Contribution of PY3 compatible version (Thanks to Vo!).html	HTML	132 B
3. Mini Project 7 - Live Face Swapper (like MSQRD & Snapchat filters!!!).mp4	MP4	14.46 MB
3. Mini Project 7 - Live Face Swapper (like MSQRD & Snapchat filters!!!).vtt	VTT	7.9 KB
4. Mini Project 8 - Yawn Detector and Counter.mp4	MP4	29.99 MB
4. Mini Project 8 - Yawn Detector and Counter.vtt	VTT	10.34 KB

10. Computational Photography & Make a License Plate Reader

1. Mini Project # 12 - Photo-Restoration.mp4	MP4	14.73 MB
1. Mini Project # 12 - Photo-Restoration.vtt	VTT	8.16 KB
2. Mini Project # 13 - Automatic Number-Plate Recognition (ALPR).html	HTML	861 B
2.1 Lecture11.1 Automatic Number-Plate Recognition.zip.zip	ZIP	23.75 KB

11. Conclusion

1. Course Summary and how to become an Expert.mp4	MP4	4.16 MB
1. Course Summary and how to become an Expert.vtt	VTT	4.05 KB
1.1 ResearchPapersandURLS.pdf.pdf	PDF	96.73 KB
2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.mp4	MP4	15.66 MB
2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.vtt	VTT	9.36 KB

1. Setup your Deep Learning Virtual Machine.mp4	MP4	77.42 MB
1. Setup your Deep Learning Virtual Machine.vtt	VTT	12.42 KB
1.1 DeepLearningCV_MOCV.tar.gz.gz	GZ	135.42 MB
1.2 Download VirtualBox.html	HTML	102 B
1.3 Deep Learning Computer Vision OCV.pdf.pdf	PDF	26.59 MB
1.4 Download Your Deep Learning Virtual Machine HERE.html	HTML	127 B
2. Intro to Handwritten Digit Classification (MNIST).mp4	MP4	67.3 MB
2. Intro to Handwritten Digit Classification (MNIST).vtt	VTT	6.99 KB
3. Intro to Multiple Image Classification (CIFAR10).mp4	MP4	27.32 MB
3. Intro to Multiple Image Classification (CIFAR10).vtt	VTT	3.79 KB

1. Neural Networks Chapter Overview.mp4	MP4	7.83 MB
1. Neural Networks Chapter Overview.vtt	VTT	1.87 KB
10. Epochs, Iterations and Batch Sizes.mp4	MP4	26.11 MB
10. Epochs, Iterations and Batch Sizes.vtt	VTT	4.33 KB
11. Measuring Performance and the Confusion Matrix.mp4	MP4	52.09 MB
11. Measuring Performance and the Confusion Matrix.vtt	VTT	8.6 KB
12. Review and Best Practices.mp4	MP4	27.14 MB
12. Review and Best Practices.vtt	VTT	5.14 KB
2. Machine Learning Overview.mp4	MP4	52.27 MB
2. Machine Learning Overview.vtt	VTT	52.28 MB
3. Neural Networks Explained.mp4	MP4	23.35 MB
3. Neural Networks Explained.vtt	VTT	4.68 KB
4. Forward Propagation.mp4	MP4	63.34 MB
4. Forward Propagation.vtt	VTT	9.88 KB
5. Activation Functions.mp4	MP4	59.66 MB
5. Activation Functions.vtt	VTT	10.16 KB
6. Training Part 1 – Loss Functions.mp4	MP4	58.42 MB
6. Training Part 1 – Loss Functions.vtt	VTT	10.45 KB
7. Training Part 2 – Backpropagation and Gradient Descent.mp4	MP4	72.68 MB
7. Training Part 2 – Backpropagation and Gradient Descent.vtt	VTT	11.72 KB
8. Backpropagation & Learning Rates – A Worked Example.mp4	MP4	99.9 MB
8. Backpropagation & Learning Rates – A Worked Example.vtt	VTT	15.5 KB
9. Regularization, Overfitting, Generalization and Test Datasets.mp4	MP4	118.36 MB
9. Regularization, Overfitting, Generalization and Test Datasets.vtt	VTT	18.39 KB

1. Convolutional Neural Networks Chapter Overview.mp4	MP4	5.14 MB
1. Convolutional Neural Networks Chapter Overview.vtt	VTT	1.3 KB
2. Introduction to Convolutional Neural Networks (CNNs).mp4	MP4	36.69 MB
2. Introduction to Convolutional Neural Networks (CNNs).vtt	VTT	6.4 KB
3. Convolutions & Image Features.mp4	MP4	102.41 MB
3. Convolutions & Image Features.vtt	VTT	15.36 KB
4. Depth, Stride and Padding.mp4	MP4	46.57 MB
4. Depth, Stride and Padding.vtt	VTT	8.17 KB
5. ReLU.mp4	MP4	10.89 MB
5. ReLU.vtt	VTT	2.2 KB
6. Pooling.mp4	MP4	28.82 MB
6. Pooling.vtt	VTT	5.66 KB
7. The Fully Connected Layer.mp4	MP4	13.87 MB
7. The Fully Connected Layer.vtt	VTT	2.74 KB
8. Training CNNs.mp4	MP4	27.13 MB
8. Training CNNs.vtt	VTT	3.7 KB
9. Designing Your Own CNN.mp4	MP4	24.28 MB
9. Designing Your Own CNN.vtt	VTT	4.79 KB

15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras

1. Introduction to Keras & Tensorflow.mp4	MP4	5.61 MB
1. Introduction to Keras & Tensorflow.vtt	VTT	1.18 KB
10. Saving and Loading Your Model.mp4	MP4	29.54 MB
10. Saving and Loading Your Model.vtt	VTT	3.86 KB
11. Displaying Your Model Visually.mp4	MP4	25.45 MB
11. Displaying Your Model Visually.vtt	VTT	3.83 KB
2. Building a CNN in Keras.mp4	MP4	73.72 MB
2. Building a CNN in Keras.vtt	VTT	15.82 KB
3. Building a Handwriting Recognition CNN.mp4	MP4	11.15 MB
3. Building a Handwriting Recognition CNN.vtt	VTT	2.25 KB
4. Loading Our Data.mp4	MP4	52.91 MB
4. Loading Our Data.vtt	VTT	7.52 KB
5. Getting our data in ‘Shape’.mp4	MP4	33.81 MB
5. Getting our data in ‘Shape’.vtt	VTT	5.19 KB
6. Hot One Encoding.mp4	MP4	18.19 MB
6. Hot One Encoding.vtt	VTT	3.53 KB
7. Building & Compiling Our Model.mp4	MP4	36.2 MB
7. Building & Compiling Our Model.vtt	VTT	4.76 KB
8. Training Our Classifier.mp4	MP4	40.81 MB
8. Training Our Classifier.vtt	VTT	6.43 KB
9. Plotting Loss and Accuracy Charts.mp4	MP4	25.57 MB
9. Plotting Loss and Accuracy Charts.vtt	VTT	4.08 KB

1. Introduction to Keras & Tensorflow.mp4	MP4	5.61 MB
1. Introduction to Keras & Tensorflow.vtt	VTT	1.18 KB
10. Saving and Loading Your Model.mp4	MP4	29.54 MB
10. Saving and Loading Your Model.vtt	VTT	3.86 KB
11. Displaying Your Model Visually.mp4	MP4	25.45 MB
11. Displaying Your Model Visually.vtt	VTT	3.83 KB
12. Building a Simple Image Classifier using CIFAR10.mp4	MP4	74.34 MB
12. Building a Simple Image Classifier using CIFAR10.vtt	VTT	74.35 MB
2. Building a CNN in Keras.mp4	MP4	73.72 MB
2. Building a CNN in Keras.vtt	VTT	15.82 KB
3. Building a Handwriting Recognition CNN.mp4	MP4	11.15 MB
3. Building a Handwriting Recognition CNN.vtt	VTT	2.25 KB
4. Loading Our Data.mp4	MP4	52.91 MB
4. Loading Our Data.vtt	VTT	7.52 KB
5. Getting our data in ‘Shape’.mp4	MP4	33.81 MB
5. Getting our data in ‘Shape’.vtt	VTT	5.19 KB
6. Hot One Encoding.mp4	MP4	18.19 MB
6. Hot One Encoding.vtt	VTT	3.53 KB
7. Building & Compiling Our Model.mp4	MP4	36.2 MB
7. Building & Compiling Our Model.vtt	VTT	4.76 KB
8. Training Our Classifier.mp4	MP4	40.81 MB
8. Training Our Classifier.vtt	VTT	6.43 KB
9. Plotting Loss and Accuracy Charts.mp4	MP4	25.57 MB
9. Plotting Loss and Accuracy Charts.vtt	VTT	4.08 KB

16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier

1. Data Augmentation Chapter Overview.mp4	MP4	3.92 MB
1. Data Augmentation Chapter Overview.vtt	VTT	1.33 KB
2. Splitting Data into Test and Training Datasets.mp4	MP4	103.8 MB
2. Splitting Data into Test and Training Datasets.vtt	VTT	12.39 KB
3. Train a Cats vs. Dogs Classifier.mp4	MP4	44.79 MB
3. Train a Cats vs. Dogs Classifier.vtt	VTT	5.52 KB
4. Boosting Accuracy with Data Augmentation.mp4	MP4	43.45 MB
4. Boosting Accuracy with Data Augmentation.vtt	VTT	6.71 KB
5. Types of Data Augmentation.mp4	MP4	52.48 MB
5. Types of Data Augmentation.vtt	VTT	7.35 KB

1. Step 1 - Creating a Credit Card Number Dataset.html	HTML	12.3 KB
1.1 Credit-Card Number Identification.zip.zip	ZIP	128.45 KB
1.2 26.Credit-Card.tar.gz.gz	GZ	13.33 MB
2. Step 2 - Training Our Model.html	HTML	4.72 KB
3. Step 3 - Extracting A Credit Card from the Background.html	HTML	7.96 KB
4. Step 4 - Use our Model to Identify the Digits & Display it onto our Credit Card.html	HTML	4.11 KB

18. BONUS - Neural Style Transfer with OpenCV

	1. Perform Neural Style Transfer Using OpenCV4.html	HTML	4.8 KB
	1.1 NeuralStyleTransfer.tar.gz.gz	GZ	120.8 MB

19. BONUS - Object Detection - Use SSDs (Single Shot Detector) for Detecting Objects

	1. Using an SSD In OpenCV.html	HTML	7.56 KB
	1.1 SSDOpenCV.tar.gz.gz	GZ	142.56 MB

2. Basics of Computer Vision and OpenCV

1. What are Images.mp4	MP4	4.39 MB
1. What are Images.vtt	VTT	2.99 KB
2. How are Images Formed.mp4	MP4	6.22 MB
2. How are Images Formed.vtt	VTT	4.1 KB
3. Storing Images on Computers.mp4	MP4	10.89 MB
3. Storing Images on Computers.vtt	VTT	5.99 KB
4. Getting Started with OpenCV - A Brief OpenCV Intro.mp4	MP4	23.7 MB
4. Getting Started with OpenCV - A Brief OpenCV Intro.vtt	VTT	10.56 KB
5. Grayscaling - Converting Color Images To Shades of Gray.mp4	MP4	4.52 MB
5. Grayscaling - Converting Color Images To Shades of Gray.vtt	VTT	2.5 KB
6. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.mp4	MP4	30.62 MB
6. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.vtt	VTT	14.76 KB
7. Histogram representation of Images - Visualizing the Components of Images.mp4	MP4	11.73 MB
7. Histogram representation of Images - Visualizing the Components of Images.vtt	VTT	5.4 KB
8. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.mp4	MP4	9.84 MB
8. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.vtt	VTT	4.69 KB

20. BONUS - Colorize Black and White Images

	1. Colorizing Black and White Images Using Caffe.html	HTML	6.4 KB
	1.1 colorize.tar.gz.gz	GZ	114.56 MB

3. Image Manipulations & Processing

1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.mp4	MP4	3.58 MB
1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.vtt	VTT	3.07 KB
10. Sharpening - Reverse Your Images Blurs.mp4	MP4	4.35 MB
10. Sharpening - Reverse Your Images Blurs.vtt	VTT	2.26 KB
11. Thresholding (Binarization) - Making Certain Images Areas Black or White.mp4	MP4	17.66 MB
11. Thresholding (Binarization) - Making Certain Images Areas Black or White.vtt	VTT	10.61 KB
12. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.mp4	MP4	10.09 MB
12. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.vtt	VTT	6.2 KB
13. Edge Detection using Image Gradients & Canny Edge Detection.mp4	MP4	15.26 MB
13. Edge Detection using Image Gradients & Canny Edge Detection.vtt	VTT	6.35 KB
14. Perspective & Affine Transforms - Take An Off Angle Shot & Make It Look Top Down.mp4	MP4	8.1 MB
14. Perspective & Affine Transforms - Take An Off Angle Shot & Make It Look Top Down.vtt	VTT	4.89 KB
15. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.mp4	MP4	14.34 MB
15. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.vtt	VTT	6.52 KB
2. Image Translations - Moving Images Up, Down. Left And Right.mp4	MP4	4.99 MB
2. Image Translations - Moving Images Up, Down. Left And Right.vtt	VTT	3.49 KB
3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.mp4	MP4	6.07 MB
3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.vtt	VTT	4.05 KB
4. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.mp4	MP4	8.67 MB
4. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.vtt	VTT	5.71 KB
5. Image Pyramids - Another Way of Re-Sizing.mp4	MP4	3.52 MB
5. Image Pyramids - Another Way of Re-Sizing.vtt	VTT	2.39 KB
6. Cropping - Cut Out The Image The Regions You Want or Don't Want.mp4	MP4	5.58 MB
6. Cropping - Cut Out The Image The Regions You Want or Don't Want.vtt	VTT	3.34 KB
7. Arithmetic Operations - Brightening and Darkening Images.mp4	MP4	7.98 MB
7. Arithmetic Operations - Brightening and Darkening Images.vtt	VTT	4.5 KB
8. Bitwise Operations - How Image Masking Works.mp4	MP4	7.74 MB
8. Bitwise Operations - How Image Masking Works.vtt	VTT	4.85 KB
9. Blurring - The Many Ways We Can Blur Images & Why It's Important.mp4	MP4	16.17 MB
9. Blurring - The Many Ways We Can Blur Images & Why It's Important.vtt	VTT	9.47 KB

4. Image Segmentation & Contours

1. Segmentation and Contours - Extract Defined Shapes In Your Image.mp4	MP4	22.43 MB
1. Segmentation and Contours - Extract Defined Shapes In Your Image.vtt	VTT	14.6 KB
2. Sorting Contours - Sort Those Shapes By Size.mp4	MP4	29.77 MB
2. Sorting Contours - Sort Those Shapes By Size.vtt	VTT	17.3 KB
3. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.mp4	MP4	13.46 MB
3. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.vtt	VTT	7.12 KB
4. Matching Contour Shapes - Match Shapes In Images Even When Distorted.mp4	MP4	15.24 MB
4. Matching Contour Shapes - Match Shapes In Images Even When Distorted.vtt	VTT	6.87 KB
5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).mp4	MP4	13.12 MB
5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).vtt	VTT	7.13 KB
6. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.mp4	MP4	17.69 MB
6. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.vtt	VTT	8.09 KB
7. Circle Detection.html	HTML	1.79 KB
8. Blob Detection - Detect The Center of Flowers.mp4	MP4	7.53 MB
8. Blob Detection - Detect The Center of Flowers.vtt	VTT	4.5 KB
9. Mini Project 3 - Counting Circles and Ellipses.mp4	MP4	14.24 MB
9. Mini Project 3 - Counting Circles and Ellipses.vtt	VTT	7.8 KB

5. Object Detection in OpenCV

1. Object Detection Overview.mp4	MP4	7.36 MB
1. Object Detection Overview.vtt	VTT	4.37 KB
2. Mini Project # 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).mp4	MP4	7.29 MB
2. Mini Project # 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).vtt	VTT	3.86 KB
3. Feature Description Theory - How We Digitally Represent Objects.mp4	MP4	8.91 MB
3. Feature Description Theory - How We Digitally Represent Objects.vtt	VTT	6.59 KB
4. Finding Corners - Why Corners In Images Are Important to Object Detection.mp4	MP4	14.78 MB
4. Finding Corners - Why Corners In Images Are Important to Object Detection.vtt	VTT	9.15 KB
5. SIFT, SURF, FAST, BRIEF & ORB - Learn The Different Ways To Get Image Features.mp4	MP4	25.48 MB
5. SIFT, SURF, FAST, BRIEF & ORB - Learn The Different Ways To Get Image Features.vtt	VTT	13.37 KB
6. Mini Project 5 - Object Detection - Detect A Specific Object Using Your Webcam.mp4	MP4	43.45 MB
6. Mini Project 5 - Object Detection - Detect A Specific Object Using Your Webcam.vtt	VTT	19.35 KB
7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.mp4	MP4	19.94 MB
7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.vtt	VTT	10.4 KB

8. Simple Machine Learning using OpenCV

1. Machine Learning Overview - What Is It & Why It's Important to Computer Vision.mp4	MP4	16.23 MB
1. Machine Learning Overview - What Is It & Why It's Important to Computer Vision.vtt	VTT	11.58 KB
2. Mini Project 9 - Handwritten Digit Classification.mp4	MP4	60.54 MB
2. Mini Project 9 - Handwritten Digit Classification.vtt	VTT	25.79 KB
3. Mini Project # 10 - Facial Recognition - Make Your Computer Recognize You.mp4	MP4	31.99 MB
3. Mini Project # 10 - Facial Recognition - Make Your Computer Recognize You.vtt	VTT	15.22 KB

9. Object Tracking & Motion Analysis

1. Filtering by Color.mp4	MP4	18.65 MB
1. Filtering by Color.vtt	VTT	7.78 KB
2. Background Subtraction and Foreground Subtraction.mp4	MP4	29.53 MB
2. Background Subtraction and Foreground Subtraction.vtt	VTT	8.99 KB
3. Using Meanshift for Object Tracking.mp4	MP4	14.45 MB
3. Using Meanshift for Object Tracking.vtt	VTT	6.23 KB
4. Using CAMshift for Object Tracking.mp4	MP4	9.88 MB
4. Using CAMshift for Object Tracking.vtt	VTT	5.2 KB
5. Optical Flow - Track Moving Objects In Videos.mp4	MP4	19.81 MB
5. Optical Flow - Track Moving Objects In Videos.vtt	VTT	9.29 KB
6. Mini Project # 11 - Ball Tracking.mp4	MP4	14.23 MB
6. Mini Project # 11 - Ball Tracking.vtt	VTT	6.37 KB

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Udemy - Master Computer Vision™ OpenCV4 In Python With Deep Learning [TP]

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