[DesireCourse.Net] Udemy - Master Computer Vision™ OpenCV4 in Python with Deep Learning

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[DesireCourse.Net] Udemy - Master Computer Vision™ OpenCV4 in Python with Deep Learning

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收录时间：2020-05-23
最近下载：2025-10-13

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文件列表

  • 1. Course Introduction and Setup/9.2 MasteringComputerVision_V1.03.zip 133.7 MB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/9. Regularization, Overfitting, Generalization and Test Datasets.mp4 124.1 MB
  • 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/2. Splitting Data into Test and Training Datasets.mp4 108.8 MB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/3. Convolutions & Image Features.mp4 107.4 MB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/8. Backpropagation & Learning Rates – A Worked Example.mp4 104.7 MB
  • 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1. Setup your Deep Learning Virtual Machine.mp4 81.2 MB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/12. Building a Simple Image Classifier using CIFAR10.mp4 78.0 MB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/2. Building a CNN in Keras.mp4 77.3 MB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/7. Training Part 2 – Backpropagation and Gradient Descent.mp4 76.2 MB
  • 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/2. Intro to Handwritten Digit Classification (MNIST).mp4 70.6 MB
  • 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/2.1 datasets.zip 68.9 MB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/4. Forward Propagation.mp4 66.4 MB
  • 8. Simple Machine Learning using OpenCV/2. Mini Project 9 - Handwritten Digit Classification.mp4 63.5 MB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/5. Activation Functions.mp4 62.6 MB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/6. Training Part 1 – Loss Functions.mp4 61.3 MB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/4. Loading Our Data.mp4 55.5 MB
  • 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/5. Types of Data Augmentation.mp4 55.0 MB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/2. Machine Learning Overview.mp4 54.8 MB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/11. Measuring Performance and the Confusion Matrix.mp4 54.6 MB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/4. Depth, Stride and Padding.mp4 48.8 MB
  • 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/3. Train a Cats vs. Dogs Classifier.mp4 47.0 MB
  • 5. Object Detection in OpenCV/6. Mini Project 5 - Object Detection - Detect A Specific Object Using Your Webcam.mp4 45.6 MB
  • 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/4. Boosting Accuracy with Data Augmentation.mp4 45.5 MB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/8. Training Our Classifier.mp4 42.8 MB
  • 1. Course Introduction and Setup/5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.mp4 39.4 MB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/2. Introduction to Convolutional Neural Networks (CNNs).mp4 38.5 MB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/7. Building & Compiling Our Model.mp4 38.0 MB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/5. Getting our data in ‘Shape’.mp4 35.4 MB
  • 8. Simple Machine Learning using OpenCV/3. Mini Project # 10 - Facial Recognition - Make Your Computer Recognize You.mp4 33.5 MB
  • 2. Basics of Computer Vision and OpenCV/6. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.mp4 32.1 MB
  • 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/4. Mini Project 8 - Yawn Detector and Counter.mp4 31.4 MB
  • 4. Image Segmentation & Contours/2. Sorting Contours - Sort Those Shapes By Size.mp4 31.2 MB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/10. Saving and Loading Your Model.mp4 31.0 MB
  • 9. Object Tracking & Motion Analysis/2. Background Subtraction and Foreground Subtraction.mp4 31.0 MB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/6. Pooling.mp4 30.2 MB
  • 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/2. Merging Faces (Face Swaps) - Combine Two Faces For Fun & Sometimes Scary Results.mp4 30.0 MB
  • 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.mp4 29.7 MB
  • 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/3. Intro to Multiple Image Classification (CIFAR10).mp4 28.7 MB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/12. Review and Best Practices.mp4 28.5 MB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/8. Training CNNs.srt 28.4 MB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/8. Training CNNs.mp4 28.4 MB
  • 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1.3 Deep Learning Computer Vision OCV.pdf 27.9 MB
  • 1. Course Introduction and Setup/9.1 OpenCV Python Course.pdf 27.6 MB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/10. Epochs, Iterations and Batch Sizes.mp4 27.4 MB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/9. Plotting Loss and Accuracy Charts.mp4 26.8 MB
  • 5. Object Detection in OpenCV/5. SIFT, SURF, FAST, BRIEF & ORB - Learn The Different Ways To Get Image Features.mp4 26.7 MB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/11. Displaying Your Model Visually.mp4 26.7 MB
  • 6. Object Detection - Build a Face, People and CarVehicle Detectors/2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.mp4 26.2 MB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/9. Designing Your Own CNN.mp4 25.4 MB
  • 1. Course Introduction and Setup/6. Installation of OpenCV & Python on Windows.mp4 25.1 MB
  • 2. Basics of Computer Vision and OpenCV/4. Getting Started with OpenCV - A Brief OpenCV Intro.mp4 24.8 MB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/3. Neural Networks Explained.mp4 24.5 MB
  • 4. Image Segmentation & Contours/1. Segmentation and Contours - Extract Defined Shapes In Your Image.mp4 23.5 MB
  • 5. Object Detection in OpenCV/7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.mp4 20.9 MB
  • 9. Object Tracking & Motion Analysis/5. Optical Flow - Track Moving Objects In Videos.mp4 20.8 MB
  • 9. Object Tracking & Motion Analysis/1. Filtering by Color.mp4 19.6 MB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/6. Hot One Encoding.mp4 19.1 MB
  • 4. Image Segmentation & Contours/6. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.mp4 18.5 MB
  • 3. Image Manipulations & Processing/11. Thresholding (Binarization) - Making Certain Images Areas Black or White.mp4 18.5 MB
  • 8. Simple Machine Learning using OpenCV/1. Machine Learning Overview - What Is It & Why It's Important to Computer Vision.mp4 17.0 MB
  • 3. Image Manipulations & Processing/9. Blurring - The Many Ways We Can Blur Images & Why It's Important.mp4 16.9 MB
  • 11. Conclusion/2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.mp4 16.4 MB
  • 3. Image Manipulations & Processing/13. Edge Detection using Image Gradients & Canny Edge Detection.mp4 16.0 MB
  • 4. Image Segmentation & Contours/4. Matching Contour Shapes - Match Shapes In Images Even When Distorted.mp4 16.0 MB
  • 6. Object Detection - Build a Face, People and CarVehicle Detectors/3. Mini Project 6 - Car and Pedestrian Detection in Videos.mp4 16.0 MB
  • 5. Object Detection in OpenCV/4. Finding Corners - Why Corners In Images Are Important to Object Detection.mp4 15.5 MB
  • 10. Computational Photography & Make a License Plate Reader/1. Mini Project # 12 - Photo-Restoration.mp4 15.4 MB
  • 9. Object Tracking & Motion Analysis/3. Using Meanshift for Object Tracking.mp4 15.2 MB
  • 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/3. Mini Project 7 - Live Face Swapper (like MSQRD & Snapchat filters!!!).mp4 15.2 MB
  • 3. Image Manipulations & Processing/15. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.mp4 15.0 MB
  • 4. Image Segmentation & Contours/9. Mini Project 3 - Counting Circles and Ellipses.mp4 14.9 MB
  • 9. Object Tracking & Motion Analysis/6. Mini Project # 11 - Ball Tracking.mp4 14.9 MB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/7. The Fully Connected Layer.mp4 14.5 MB
  • 4. Image Segmentation & Contours/3. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.mp4 14.1 MB
  • 17. BONUS - Build a Credit Card Number Reader/1.2 26.Credit-Card.tar.gz 14.0 MB
  • 4. Image Segmentation & Contours/5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).mp4 13.7 MB
  • 2. Basics of Computer Vision and OpenCV/7. Histogram representation of Images - Visualizing the Components of Images.mp4 12.3 MB
  • 1. Course Introduction and Setup/1. Introduction.mp4 12.2 MB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/3. Building a Handwriting Recognition CNN.mp4 11.7 MB
  • 2. Basics of Computer Vision and OpenCV/3. Storing Images on Computers.mp4 11.4 MB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/5. ReLU.mp4 11.4 MB
  • 1. Course Introduction and Setup/3. About this course.mp4 10.8 MB
  • 6. Object Detection - Build a Face, People and CarVehicle Detectors/1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.mp4 10.6 MB
  • 3. Image Manipulations & Processing/12. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.mp4 10.6 MB
  • 9. Object Tracking & Motion Analysis/4. Using CAMshift for Object Tracking.mp4 10.4 MB
  • 2. Basics of Computer Vision and OpenCV/8. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.mp4 10.3 MB
  • 5. Object Detection in OpenCV/3. Feature Description Theory - How We Digitally Represent Objects.mp4 9.3 MB
  • 3. Image Manipulations & Processing/4. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.mp4 9.1 MB
  • 3. Image Manipulations & Processing/14. Perspective & Affine Transforms - Take An Off Angle Shot & Make It Look Top Down.mp4 8.5 MB
  • 3. Image Manipulations & Processing/7. Arithmetic Operations - Brightening and Darkening Images.mp4 8.4 MB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/1. Neural Networks Chapter Overview.mp4 8.2 MB
  • 3. Image Manipulations & Processing/8. Bitwise Operations - How Image Masking Works.mp4 8.1 MB
  • 4. Image Segmentation & Contours/8. Blob Detection - Detect The Center of Flowers.mp4 7.9 MB
  • 5. Object Detection in OpenCV/1. Object Detection Overview.mp4 7.7 MB
  • 5. Object Detection in OpenCV/2. Mini Project # 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).mp4 7.6 MB
  • 1. Course Introduction and Setup/2. Introduction to Computer Vision and OpenCV.mp4 7.5 MB
  • 2. Basics of Computer Vision and OpenCV/2. How are Images Formed.mp4 6.5 MB
  • 3. Image Manipulations & Processing/3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.mp4 6.3 MB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/1. Introduction to Keras & Tensorflow.mp4 5.9 MB
  • 3. Image Manipulations & Processing/6. Cropping - Cut Out The Image The Regions You Want or Don't Want.mp4 5.8 MB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/1. Convolutional Neural Networks Chapter Overview.mp4 5.4 MB
  • 3. Image Manipulations & Processing/2. Image Translations - Moving Images Up, Down. Left And Right.mp4 5.2 MB
  • 1. Course Introduction and Setup/9. Set up course materials (DOWNLOAD LINK BELOW) - Not needed if using the new VM.mp4 4.8 MB
  • 2. Basics of Computer Vision and OpenCV/5. Grayscaling - Converting Color Images To Shades of Gray.mp4 4.7 MB
  • 2. Basics of Computer Vision and OpenCV/1. What are Images.mp4 4.6 MB
  • 3. Image Manipulations & Processing/10. Sharpening - Reverse Your Images Blurs.mp4 4.6 MB
  • 11. Conclusion/1. Course Summary and how to become an Expert.mp4 4.4 MB
  • 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/1. Data Augmentation Chapter Overview.mp4 4.1 MB
  • 3. Image Manipulations & Processing/1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.mp4 3.8 MB
  • 3. Image Manipulations & Processing/5. Image Pyramids - Another Way of Re-Sizing.mp4 3.7 MB
  • 17. BONUS - Build a Credit Card Number Reader/1.1 Credit-Card Number Identification.zip 131.5 kB
  • 11. Conclusion/1.1 ResearchPapersandURLS.pdf 99.0 kB
  • 8. Simple Machine Learning using OpenCV/2. Mini Project 9 - Handwritten Digit Classification.srt 30.4 kB
  • 10. Computational Photography & Make a License Plate Reader/2.1 Lecture11.1 Automatic Number-Plate Recognition.zip 24.3 kB
  • 1. Course Introduction and Setup/6.1 Windows OpenCV Installation.pdf 24.1 kB
  • 5. Object Detection in OpenCV/6. Mini Project 5 - Object Detection - Detect A Specific Object Using Your Webcam.srt 23.0 kB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/9. Regularization, Overfitting, Generalization and Test Datasets.srt 21.5 kB
  • 4. Image Segmentation & Contours/2. Sorting Contours - Sort Those Shapes By Size.srt 20.5 kB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/2. Building a CNN in Keras.srt 18.6 kB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/8. Backpropagation & Learning Rates – A Worked Example.srt 18.4 kB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/3. Convolutions & Image Features.srt 18.0 kB
  • 8. Simple Machine Learning using OpenCV/3. Mini Project # 10 - Facial Recognition - Make Your Computer Recognize You.srt 17.9 kB
  • 2. Basics of Computer Vision and OpenCV/6. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.srt 17.4 kB
  • 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.srt 17.3 kB
  • 4. Image Segmentation & Contours/1. Segmentation and Contours - Extract Defined Shapes In Your Image.srt 17.2 kB
  • 6. Object Detection - Build a Face, People and CarVehicle Detectors/2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.srt 17.1 kB
  • 5. Object Detection in OpenCV/5. SIFT, SURF, FAST, BRIEF & ORB - Learn The Different Ways To Get Image Features.srt 15.7 kB
  • 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1. Setup your Deep Learning Virtual Machine.srt 14.9 kB
  • 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/2. Splitting Data into Test and Training Datasets.srt 14.7 kB
  • 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/2. Merging Faces (Face Swaps) - Combine Two Faces For Fun & Sometimes Scary Results.srt 14.7 kB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/7. Training Part 2 – Backpropagation and Gradient Descent.srt 13.7 kB
  • 8. Simple Machine Learning using OpenCV/1. Machine Learning Overview - What Is It & Why It's Important to Computer Vision.srt 13.5 kB
  • 1. Course Introduction and Setup/6. Installation of OpenCV & Python on Windows.srt 13.2 kB
  • 17. BONUS - Build a Credit Card Number Reader/1. Step 1 - Creating a Credit Card Number Dataset.html 12.6 kB
  • 3. Image Manipulations & Processing/11. Thresholding (Binarization) - Making Certain Images Areas Black or White.srt 12.5 kB
  • 2. Basics of Computer Vision and OpenCV/4. Getting Started with OpenCV - A Brief OpenCV Intro.srt 12.4 kB
  • 5. Object Detection in OpenCV/7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.srt 12.2 kB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/6. Training Part 1 – Loss Functions.srt 12.2 kB
  • 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/4. Mini Project 8 - Yawn Detector and Counter.srt 12.1 kB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/5. Activation Functions.srt 12.0 kB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/4. Forward Propagation.srt 11.6 kB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/2. Machine Learning Overview.srt 11.4 kB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/12. Building a Simple Image Classifier using CIFAR10.srt 11.2 kB
  • 3. Image Manipulations & Processing/9. Blurring - The Many Ways We Can Blur Images & Why It's Important.srt 11.1 kB
  • 11. Conclusion/2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.srt 10.9 kB
  • 9. Object Tracking & Motion Analysis/5. Optical Flow - Track Moving Objects In Videos.srt 10.8 kB
  • 5. Object Detection in OpenCV/4. Finding Corners - Why Corners In Images Are Important to Object Detection.srt 10.7 kB
  • 6. Object Detection - Build a Face, People and CarVehicle Detectors/3. Mini Project 6 - Car and Pedestrian Detection in Videos.srt 10.6 kB
  • 9. Object Tracking & Motion Analysis/2. Background Subtraction and Foreground Subtraction.srt 10.6 kB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/11. Measuring Performance and the Confusion Matrix.srt 10.1 kB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/4. Depth, Stride and Padding.srt 9.6 kB
  • 10. Computational Photography & Make a License Plate Reader/1. Mini Project # 12 - Photo-Restoration.srt 9.5 kB
  • 4. Image Segmentation & Contours/6. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.srt 9.4 kB
  • 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/3. Mini Project 7 - Live Face Swapper (like MSQRD & Snapchat filters!!!).srt 9.3 kB
  • 4. Image Segmentation & Contours/9. Mini Project 3 - Counting Circles and Ellipses.srt 9.2 kB
  • 9. Object Tracking & Motion Analysis/1. Filtering by Color.srt 9.1 kB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/4. Loading Our Data.srt 8.9 kB
  • 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/5. Types of Data Augmentation.srt 8.7 kB
  • 4. Image Segmentation & Contours/5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).srt 8.4 kB
  • 4. Image Segmentation & Contours/3. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.srt 8.4 kB
  • 1. Course Introduction and Setup/3. About this course.srt 8.3 kB
  • 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/2. Intro to Handwritten Digit Classification (MNIST).srt 8.3 kB
  • 17. BONUS - Build a Credit Card Number Reader/3. Step 3 - Extracting A Credit Card from the Background.html 8.2 kB
  • 4. Image Segmentation & Contours/4. Matching Contour Shapes - Match Shapes In Images Even When Distorted.srt 8.1 kB
  • 6. Object Detection - Build a Face, People and CarVehicle Detectors/1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.srt 8.0 kB
  • 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/4. Boosting Accuracy with Data Augmentation.srt 7.8 kB
  • 19. BONUS - Object Detection - Use SSDs (Single Shot Detector) for Detecting Objects/1. Using an SSD In OpenCV.html 7.7 kB
  • 5. Object Detection in OpenCV/3. Feature Description Theory - How We Digitally Represent Objects.srt 7.7 kB
  • 3. Image Manipulations & Processing/15. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.srt 7.7 kB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/8. Training Our Classifier.srt 7.6 kB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/2. Introduction to Convolutional Neural Networks (CNNs).srt 7.5 kB
  • 9. Object Tracking & Motion Analysis/6. Mini Project # 11 - Ball Tracking.srt 7.5 kB
  • 3. Image Manipulations & Processing/13. Edge Detection using Image Gradients & Canny Edge Detection.srt 7.4 kB
  • 9. Object Tracking & Motion Analysis/3. Using Meanshift for Object Tracking.srt 7.3 kB
  • 3. Image Manipulations & Processing/12. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.srt 7.2 kB
  • 2. Basics of Computer Vision and OpenCV/3. Storing Images on Computers.srt 7.1 kB
  • 3. Image Manipulations & Processing/4. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.srt 6.7 kB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/6. Pooling.srt 6.6 kB
  • 20. BONUS - Colorize Black and White Images/1. Colorizing Black and White Images Using Caffe.html 6.6 kB
  • 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/3. Train a Cats vs. Dogs Classifier.srt 6.5 kB
  • 1. Course Introduction and Setup/5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.srt 6.3 kB
  • 2. Basics of Computer Vision and OpenCV/7. Histogram representation of Images - Visualizing the Components of Images.srt 6.3 kB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/5. Getting our data in ‘Shape’.srt 6.1 kB
  • 9. Object Tracking & Motion Analysis/4. Using CAMshift for Object Tracking.srt 6.1 kB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/12. Review and Best Practices.srt 5.9 kB
  • 3. Image Manipulations & Processing/8. Bitwise Operations - How Image Masking Works.srt 5.7 kB
  • 3. Image Manipulations & Processing/14. Perspective & Affine Transforms - Take An Off Angle Shot & Make It Look Top Down.srt 5.7 kB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/9. Designing Your Own CNN.srt 5.6 kB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/7. Building & Compiling Our Model.srt 5.6 kB
  • 2. Basics of Computer Vision and OpenCV/8. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.srt 5.5 kB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/3. Neural Networks Explained.srt 5.4 kB
  • 4. Image Segmentation & Contours/8. Blob Detection - Detect The Center of Flowers.srt 5.3 kB
  • 3. Image Manipulations & Processing/7. Arithmetic Operations - Brightening and Darkening Images.srt 5.3 kB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/10. Epochs, Iterations and Batch Sizes.srt 5.1 kB
  • 5. Object Detection in OpenCV/1. Object Detection Overview.srt 5.0 kB
  • 18. BONUS - Neural Style Transfer with OpenCV/1. Perform Neural Style Transfer Using OpenCV4.html 4.9 kB
  • 17. BONUS - Build a Credit Card Number Reader/2. Step 2 - Training Our Model.html 4.8 kB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/9. Plotting Loss and Accuracy Charts.srt 4.8 kB
  • 1. Course Introduction and Setup/2. Introduction to Computer Vision and OpenCV.srt 4.8 kB
  • 2. Basics of Computer Vision and OpenCV/2. How are Images Formed.srt 4.7 kB
  • 3. Image Manipulations & Processing/3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.srt 4.7 kB
  • 11. Conclusion/1. Course Summary and how to become an Expert.srt 4.7 kB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/10. Saving and Loading Your Model.srt 4.5 kB
  • 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/3. Intro to Multiple Image Classification (CIFAR10).srt 4.5 kB
  • 5. Object Detection in OpenCV/2. Mini Project # 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).srt 4.5 kB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/11. Displaying Your Model Visually.srt 4.5 kB
  • 1. Course Introduction and Setup/7. Installation of OpenCV & Python on Mac.html 4.3 kB
  • 17. BONUS - Build a Credit Card Number Reader/4. Step 4 - Use our Model to Identify the Digits & Display it onto our Credit Card.html 4.2 kB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/6. Hot One Encoding.srt 4.2 kB
  • 3. Image Manipulations & Processing/2. Image Translations - Moving Images Up, Down. Left And Right.srt 4.1 kB
  • 3. Image Manipulations & Processing/6. Cropping - Cut Out The Image The Regions You Want or Don't Want.srt 3.9 kB
  • 3. Image Manipulations & Processing/1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.srt 3.5 kB
  • 1. Course Introduction and Setup/8. Installation of OpenCV & Python on Linux.html 3.5 kB
  • 2. Basics of Computer Vision and OpenCV/1. What are Images.srt 3.4 kB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/7. The Fully Connected Layer.srt 3.2 kB
  • 1. Course Introduction and Setup/1. Introduction.srt 2.9 kB
  • 2. Basics of Computer Vision and OpenCV/5. Grayscaling - Converting Color Images To Shades of Gray.srt 2.9 kB
  • 3. Image Manipulations & Processing/5. Image Pyramids - Another Way of Re-Sizing.srt 2.8 kB
  • 1. Course Introduction and Setup/4. READ THIS - Guide to installing and setting up your OpenCV4.0.1 Virtual Machine.html 2.7 kB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/3. Building a Handwriting Recognition CNN.srt 2.6 kB
  • 3. Image Manipulations & Processing/10. Sharpening - Reverse Your Images Blurs.srt 2.6 kB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/5. ReLU.srt 2.6 kB
  • 1. Course Introduction and Setup/9. Set up course materials (DOWNLOAD LINK BELOW) - Not needed if using the new VM.srt 2.5 kB
  • 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/1. Neural Networks Chapter Overview.srt 2.1 kB
  • 4. Image Segmentation & Contours/7. Circle Detection.html 1.8 kB
  • 9. Object Tracking & Motion Analysis/6.1 Lecture 9.6 - Mini Project # 11 - Ball Tracking.zip 1.7 kB
  • 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/1. Convolutional Neural Networks Chapter Overview.srt 1.5 kB
  • 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/1. Data Augmentation Chapter Overview.srt 1.5 kB
  • 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/1. Introduction to Keras & Tensorflow.srt 1.4 kB
  • 10. Computational Photography & Make a License Plate Reader/2. Mini Project # 13 - Automatic Number-Plate Recognition (ALPR).html 861 Bytes
  • 1. Course Introduction and Setup/7.1 Guide to troubleshooting Issues with Mac installs.html 148 Bytes
  • 1. Course Introduction and Setup/4.1 Download your OpenCV4 Virtual Machine HERE!.html 143 Bytes
  • 1. Course Introduction and Setup/5.1 Code - Download.html 143 Bytes
  • 18. BONUS - Neural Style Transfer with OpenCV/1.1 Download Code for Neural Style Transfer.html 143 Bytes
  • 19. BONUS - Object Detection - Use SSDs (Single Shot Detector) for Detecting Objects/1.1 Download SSD Object Detection.html 143 Bytes
  • 20. BONUS - Colorize Black and White Images/1.1 Download Colorize Code.html 143 Bytes
  • 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/2.1 Student Contribution of PY3 compatible version (Thanks to Vo!).html 132 Bytes
  • 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1.2 Download Your Deep Learning Virtual Machine HERE.html 127 Bytes
  • 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1.4 Download Code here.html 127 Bytes
  • 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1.1 Download VirtualBox.html 102 Bytes
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