Tutorialsplanet NET Udemy Master Computer Vision OpenCV4 in Python with Deep Learning

Tutorialsplanet NET Udemy Master Computer Vision OpenCV4 in Python with Deep Learning

Name	[Tutorialsplanet.NET] Udemy - Master Computer Vision™ OpenCV4 in Python with Deep Learning	DOWNLOAD Copy Link
Total Size	4.3 GB
Total Files	260
Last Seen	2024-11-16 23:37
Hash	E8011635F26BB61BDC3DAF9EA38BA2AD6248BA67

/1. Course Introduction and Setup/
1. Introduction.mp4	12.2 MB
1. Introduction.vtt	2.6 KB
2. Introduction to Computer Vision and OpenCV.mp4	7.5 MB
2. Introduction to Computer Vision and OpenCV.vtt	4.2 KB
3. About this course.mp4	10.8 MB
3. About this course.vtt	7.3 KB
4. READ THIS - Guide to installing and setting up your OpenCV4.0.1 Virtual Machine.html	2.7 KB
4.1 Download your OpenCV4 Virtual Machine HERE!.html	0.1 KB
5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.mp4	39.4 MB
5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.vtt	5.5 KB
5.1 masteropencv4_v1.5.tar.gz.gz	121.8 MB
6. Installation of OpenCV & Python on Windows.mp4	25.1 MB
6. Installation of OpenCV & Python on Windows.vtt	11.4 KB
6.1 Windows OpenCV Installation.pdf.pdf	24.1 KB
7. Installation of OpenCV & Python on Mac.html	4.3 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	4.8 MB
9. Set up course materials (DOWNLOAD LINK BELOW) - Not needed if using the new VM.vtt	2.2 KB
9.1 MasteringComputerVision_V1.03.zip.zip	133.7 MB
/10. Computational Photography & Make a License Plate Reader/
1. Mini Project # 12 - Photo-Restoration.mp4	15.4 MB
1. Mini Project # 12 - Photo-Restoration.vtt	8.4 KB
2. Mini Project # 13 - Automatic Number-Plate Recognition (ALPR).html	0.9 KB
2.1 Lecture11.1 Automatic Number-Plate Recognition.zip.zip	24.3 KB
/11. Conclusion/
1. Course Summary and how to become an Expert.mp4	4.4 MB
1. Course Summary and how to become an Expert.vtt	4.1 KB
1.1 ResearchPapersandURLS.pdf.pdf	99.0 KB
2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.mp4	16.4 MB
2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.vtt	9.6 KB
/12/
1. Setup your Deep Learning Virtual Machine.mp4	81.2 MB
1. Setup your Deep Learning Virtual Machine.vtt	12.7 KB
1.1 DeepLearningCV_MOCV.tar.gz.gz	142.0 MB
1.2 Download VirtualBox.html	0.1 KB
1.3 Deep Learning Computer Vision OCV.pdf.pdf	27.9 MB
1.4 Download Your Deep Learning Virtual Machine HERE.html	0.1 KB
2. Intro to Handwritten Digit Classification (MNIST).mp4	70.6 MB
2. Intro to Handwritten Digit Classification (MNIST).vtt	7.2 KB
3. Intro to Multiple Image Classification (CIFAR10).mp4	28.7 MB
3. Intro to Multiple Image Classification (CIFAR10).vtt	3.9 KB
/13/
1. Neural Networks Chapter Overview.mp4	8.2 MB
1. Neural Networks Chapter Overview.vtt	1.9 KB
10. Epochs, Iterations and Batch Sizes.mp4	27.4 MB
10. Epochs, Iterations and Batch Sizes.vtt	4.4 KB
11. Measuring Performance and the Confusion Matrix.mp4	54.6 MB
11. Measuring Performance and the Confusion Matrix.vtt	8.8 KB
12. Review and Best Practices.mp4	28.5 MB
12. Review and Best Practices.vtt	5.3 KB
2. Machine Learning Overview.mp4	54.8 MB
2. Machine Learning Overview.vtt	54.8 MB
3. Neural Networks Explained.mp4	24.5 MB
3. Neural Networks Explained.vtt	4.8 KB
4. Forward Propagation.mp4	66.4 MB
4. Forward Propagation.vtt	10.1 KB
5. Activation Functions.mp4	62.6 MB
5. Activation Functions.vtt	10.4 KB
6. Training Part 1 – Loss Functions.mp4	61.3 MB
6. Training Part 1 – Loss Functions.vtt	10.7 KB
7. Training Part 2 – Backpropagation and Gradient Descent.mp4	76.2 MB
7. Training Part 2 – Backpropagation and Gradient Descent.vtt	12.0 KB
8. Backpropagation & Learning Rates – A Worked Example.mp4	104.7 MB
8. Backpropagation & Learning Rates – A Worked Example.vtt	15.9 KB
9. Regularization, Overfitting, Generalization and Test Datasets.mp4	124.1 MB
9. Regularization, Overfitting, Generalization and Test Datasets.vtt	18.8 KB
/14/
1. Convolutional Neural Networks Chapter Overview.mp4	5.4 MB
1. Convolutional Neural Networks Chapter Overview.vtt	1.3 KB
2. Introduction to Convolutional Neural Networks (CNNs).mp4	38.5 MB
2. Introduction to Convolutional Neural Networks (CNNs).vtt	6.6 KB
3. Convolutions & Image Features.mp4	107.4 MB
3. Convolutions & Image Features.vtt	15.7 KB
4. Depth, Stride and Padding.mp4	48.8 MB
4. Depth, Stride and Padding.vtt	8.4 KB
5. ReLU.mp4	11.4 MB
5. ReLU.vtt	2.3 KB
6. Pooling.mp4	30.2 MB
6. Pooling.vtt	5.8 KB
7. The Fully Connected Layer.mp4	14.5 MB
7. The Fully Connected Layer.vtt	2.8 KB
8. Training CNNs.mp4	28.4 MB
8. Training CNNs.vtt	3.8 KB
9. Designing Your Own CNN.mp4	25.5 MB
9. Designing Your Own CNN.vtt	4.9 KB
/15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/
1. Introduction to Keras & Tensorflow.mp4	5.9 MB
1. Introduction to Keras & Tensorflow.vtt	1.2 KB
10. Saving and Loading Your Model.mp4	31.0 MB
10. Saving and Loading Your Model.vtt	4.0 KB
11. Displaying Your Model Visually.mp4	26.7 MB
11. Displaying Your Model Visually.vtt	3.9 KB
2. Building a CNN in Keras.mp4	77.3 MB
2. Building a CNN in Keras.vtt	16.2 KB
3. Building a Handwriting Recognition CNN.mp4	11.7 MB
3. Building a Handwriting Recognition CNN.vtt	2.3 KB
4. Loading Our Data.mp4	55.5 MB
4. Loading Our Data.vtt	7.7 KB
5. Getting our data in ‘Shape’.mp4	35.5 MB
5. Getting our data in ‘Shape’.vtt	5.3 KB
6. Hot One Encoding.mp4	19.1 MB
6. Hot One Encoding.vtt	3.6 KB
7. Building & Compiling Our Model.mp4	38.0 MB
7. Building & Compiling Our Model.vtt	4.9 KB
8. Training Our Classifier.mp4	42.8 MB
8. Training Our Classifier.vtt	6.6 KB
9. Plotting Loss and Accuracy Charts.mp4	26.8 MB
9. Plotting Loss and Accuracy Charts.vtt	4.2 KB
/15/
1. Introduction to Keras & Tensorflow.mp4	5.9 MB
1. Introduction to Keras & Tensorflow.vtt	1.2 KB
10. Saving and Loading Your Model.mp4	31.0 MB
10. Saving and Loading Your Model.vtt	4.0 KB
11. Displaying Your Model Visually.mp4	26.7 MB
11. Displaying Your Model Visually.vtt	3.9 KB
12. Building a Simple Image Classifier using CIFAR10.mp4	78.0 MB
12. Building a Simple Image Classifier using CIFAR10.vtt	78.0 MB
2. Building a CNN in Keras.mp4	77.3 MB
2. Building a CNN in Keras.vtt	16.2 KB
3. Building a Handwriting Recognition CNN.mp4	11.7 MB
3. Building a Handwriting Recognition CNN.vtt	2.3 KB
4. Loading Our Data.mp4	55.5 MB
4. Loading Our Data.vtt	7.7 KB
5. Getting our data in ‘Shape’.mp4	35.5 MB
5. Getting our data in ‘Shape’.vtt	5.3 KB
6. Hot One Encoding.mp4	19.1 MB
6. Hot One Encoding.vtt	3.6 KB
7. Building & Compiling Our Model.mp4	38.0 MB
7. Building & Compiling Our Model.vtt	4.9 KB
8. Training Our Classifier.mp4	42.8 MB
8. Training Our Classifier.vtt	6.6 KB
9. Plotting Loss and Accuracy Charts.mp4	26.8 MB
9. Plotting Loss and Accuracy Charts.vtt	4.2 KB
/16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/
1. Data Augmentation Chapter Overview.mp4	4.1 MB
1. Data Augmentation Chapter Overview.vtt	1.4 KB
2. Splitting Data into Test and Training Datasets.mp4	108.8 MB
2. Splitting Data into Test and Training Datasets.vtt	12.7 KB
3. Train a Cats vs. Dogs Classifier.mp4	47.0 MB
3. Train a Cats vs. Dogs Classifier.vtt	5.6 KB
4. Boosting Accuracy with Data Augmentation.mp4	45.6 MB
4. Boosting Accuracy with Data Augmentation.vtt	6.9 KB
5. Types of Data Augmentation.mp4	55.0 MB
5. Types of Data Augmentation.vtt	7.5 KB
/17/
1. Step 1 - Creating a Credit Card Number Dataset.html	12.6 KB
1.1 Credit-Card Number Identification.zip.zip	131.5 KB
1.2 26.Credit-Card.tar.gz.gz	14.0 MB
2. Step 2 - Training Our Model.html	4.8 KB
3. Step 3 - Extracting A Credit Card from the Background.html	8.2 KB
4. Step 4 - Use our Model to Identify the Digits & Display it onto our Credit Card.html	4.2 KB
/18. BONUS - Neural Style Transfer with OpenCV/
1. Perform Neural Style Transfer Using OpenCV4.html	4.9 KB
1.1 NeuralStyleTransfer.tar.gz.gz	126.7 MB
/19. BONUS - Object Detection - Use SSDs (Single Shot Detector) for Detecting Objects/
1. Using an SSD In OpenCV.html	7.7 KB
1.1 SSDOpenCV.tar.gz.gz	149.5 MB
/2. Basics of Computer Vision and OpenCV/
1. What are Images.mp4	4.6 MB
1. What are Images.vtt	3.1 KB
2. How are Images Formed.mp4	6.5 MB
2. How are Images Formed.vtt	4.2 KB
3. Storing Images on Computers.mp4	11.4 MB
3. Storing Images on Computers.vtt	6.1 KB
4. Getting Started with OpenCV - A Brief OpenCV Intro.mp4	24.8 MB
4. Getting Started with OpenCV - A Brief OpenCV Intro.vtt	10.8 KB
5. Grayscaling - Converting Color Images To Shades of Gray.mp4	4.7 MB
5. Grayscaling - Converting Color Images To Shades of Gray.vtt	2.6 KB
6. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.mp4	32.1 MB
6. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.vtt	15.1 KB
7. Histogram representation of Images - Visualizing the Components of Images.mp4	12.3 MB
7. Histogram representation of Images - Visualizing the Components of Images.vtt	5.5 KB
8. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.mp4	10.3 MB
8. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.vtt	4.8 KB
/20. BONUS - Colorize Black and White Images/
1. Colorizing Black and White Images Using Caffe.html	6.6 KB
1.1 colorize.tar.gz.gz	120.1 MB
/3. Image Manipulations & Processing/
1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.mp4	3.8 MB
1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.vtt	3.1 KB
10. Sharpening - Reverse Your Images Blurs.mp4	4.6 MB
10. Sharpening - Reverse Your Images Blurs.vtt	2.3 KB
11. Thresholding (Binarization) - Making Certain Images Areas Black or White.mp4	18.5 MB
11. Thresholding (Binarization) - Making Certain Images Areas Black or White.vtt	10.9 KB
12. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.mp4	10.6 MB
12. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.vtt	6.4 KB
13. Edge Detection using Image Gradients & Canny Edge Detection.mp4	16.0 MB
13. Edge Detection using Image Gradients & Canny Edge Detection.vtt	6.5 KB
14. Perspective & Affine Transforms - Take An Off Angle Shot & Make It Look Top Down.mp4	8.5 MB
14. Perspective & Affine Transforms - Take An Off Angle Shot & Make It Look Top Down.vtt	5.0 KB
15. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.mp4	15.0 MB
15. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.vtt	6.7 KB
2. Image Translations - Moving Images Up, Down. Left And Right.mp4	5.2 MB
2. Image Translations - Moving Images Up, Down. Left And Right.vtt	3.6 KB
3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.mp4	6.4 MB
3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.vtt	4.1 KB
4. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.mp4	9.1 MB
4. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.vtt	5.8 KB
5. Image Pyramids - Another Way of Re-Sizing.mp4	3.7 MB
5. Image Pyramids - Another Way of Re-Sizing.vtt	2.4 KB
6. Cropping - Cut Out The Image The Regions You Want or Don't Want.mp4	5.8 MB
6. Cropping - Cut Out The Image The Regions You Want or Don't Want.vtt	3.4 KB
7. Arithmetic Operations - Brightening and Darkening Images.mp4	8.4 MB
7. Arithmetic Operations - Brightening and Darkening Images.vtt	4.6 KB
8. Bitwise Operations - How Image Masking Works.mp4	8.1 MB
8. Bitwise Operations - How Image Masking Works.vtt	5.0 KB
9. Blurring - The Many Ways We Can Blur Images & Why It's Important.mp4	17.0 MB
9. Blurring - The Many Ways We Can Blur Images & Why It's Important.vtt	9.7 KB
/4. Image Segmentation & Contours/
1. Segmentation and Contours - Extract Defined Shapes In Your Image.mp4	23.5 MB
1. Segmentation and Contours - Extract Defined Shapes In Your Image.vtt	14.9 KB
2. Sorting Contours - Sort Those Shapes By Size.mp4	31.2 MB
2. Sorting Contours - Sort Those Shapes By Size.vtt	17.7 KB
3. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.mp4	14.1 MB
3. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.vtt	7.3 KB
4. Matching Contour Shapes - Match Shapes In Images Even When Distorted.mp4	16.0 MB
4. Matching Contour Shapes - Match Shapes In Images Even When Distorted.vtt	7.0 KB
5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).mp4	13.8 MB
5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).vtt	7.3 KB
6. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.mp4	18.5 MB
6. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.vtt	8.3 KB
7. Circle Detection.html	1.8 KB
8. Blob Detection - Detect The Center of Flowers.mp4	7.9 MB
8. Blob Detection - Detect The Center of Flowers.vtt	4.6 KB
9. Mini Project 3 - Counting Circles and Ellipses.mp4	14.9 MB
9. Mini Project 3 - Counting Circles and Ellipses.vtt	8.0 KB
/5. Object Detection in OpenCV/
1. Object Detection Overview.mp4	7.7 MB
1. Object Detection Overview.vtt	4.5 KB
2. Mini Project # 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).mp4	7.6 MB
2. Mini Project # 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).vtt	4.0 KB
3. Feature Description Theory - How We Digitally Represent Objects.mp4	9.3 MB
3. Feature Description Theory - How We Digitally Represent Objects.vtt	6.7 KB
4. Finding Corners - Why Corners In Images Are Important to Object Detection.mp4	15.5 MB
4. Finding Corners - Why Corners In Images Are Important to Object Detection.vtt	9.4 KB
5. SIFT, SURF, FAST, BRIEF & ORB - Learn The Different Ways To Get Image Features.mp4	26.7 MB
5. SIFT, SURF, FAST, BRIEF & ORB - Learn The Different Ways To Get Image Features.vtt	13.7 KB
6. Mini Project 5 - Object Detection - Detect A Specific Object Using Your Webcam.mp4	45.6 MB
6. Mini Project 5 - Object Detection - Detect A Specific Object Using Your Webcam.vtt	19.8 KB
7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.mp4	20.9 MB
7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.vtt	10.6 KB
/6/
1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.mp4	10.6 MB
1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.vtt	7.1 KB
2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.mp4	26.2 MB
2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.vtt	14.8 KB
3. Mini Project 6 - Car and Pedestrian Detection in Videos.mp4	16.0 MB
3. Mini Project 6 - Car and Pedestrian Detection in Videos.vtt	9.3 KB
/7/
1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.mp4	29.7 MB
1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.vtt	15.1 KB
2. Merging Faces (Face Swaps) - Combine Two Faces For Fun & Sometimes Scary Results.mp4	30.1 MB
2. Merging Faces (Face Swaps) - Combine Two Faces For Fun & Sometimes Scary Results.vtt	12.8 KB
2.1 Student Contribution of PY3 compatible version (Thanks to Vo!).html	0.1 KB
3. Mini Project 7 - Live Face Swapper (like MSQRD & Snapchat filters!!!).mp4	15.2 MB
3. Mini Project 7 - Live Face Swapper (like MSQRD & Snapchat filters!!!).vtt	8.1 KB
4. Mini Project 8 - Yawn Detector and Counter.mp4	31.4 MB
4. Mini Project 8 - Yawn Detector and Counter.vtt	10.6 KB
/8. Simple Machine Learning using OpenCV/
1. Machine Learning Overview - What Is It & Why It's Important to Computer Vision.mp4	17.0 MB
1. Machine Learning Overview - What Is It & Why It's Important to Computer Vision.vtt	11.9 KB
2. Mini Project 9 - Handwritten Digit Classification.mp4	63.5 MB
2. Mini Project 9 - Handwritten Digit Classification.vtt	26.4 KB
3. Mini Project # 10 - Facial Recognition - Make Your Computer Recognize You.mp4	33.5 MB
3. Mini Project # 10 - Facial Recognition - Make Your Computer Recognize You.vtt	15.6 KB
/9. Object Tracking & Motion Analysis/
1. Filtering by Color.mp4	19.6 MB
1. Filtering by Color.vtt	8.0 KB
2. Background Subtraction and Foreground Subtraction.mp4	31.0 MB
2. Background Subtraction and Foreground Subtraction.vtt	9.2 KB
3. Using Meanshift for Object Tracking.mp4	15.2 MB
3. Using Meanshift for Object Tracking.vtt	6.4 KB
4. Using CAMshift for Object Tracking.mp4	10.4 MB
4. Using CAMshift for Object Tracking.vtt	5.3 KB
5. Optical Flow - Track Moving Objects In Videos.mp4	20.8 MB
5. Optical Flow - Track Moving Objects In Videos.vtt	9.5 KB
6. Mini Project # 11 - Ball Tracking.mp4	14.9 MB
6. Mini Project # 11 - Ball Tracking.vtt	6.5 KB
/
[Tutorialsplanet.NET].url	0.1 KB
Total files 260