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[] [UDEMY] Master Computer Vision™ OpenCV4 in Python with Deep Learning [FTU]

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  • 文件大小:4GB
  • 下载次数:121
  • 最近下载:2021-01-20 15:47:51
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文件列表

  1. 19. BONUS - Object Detection - Use SSDs (Single Shot Detector) for Detecting Objects/1.1 SSDOpenCV.tar.gz.gz 143MB
  2. 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1.1 DeepLearningCV_MOCV.tar.gz.gz 135MB
  3. 1. Course Introduction and Setup/9.1 MasteringComputerVision_V1.03.zip.zip 127MB
  4. 18. BONUS - Neural Style Transfer with OpenCV/1.1 NeuralStyleTransfer.tar.gz.gz 121MB
  5. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/9. Regularization, Overfitting, Generalization and Test Datasets.mp4 118MB
  6. 1. Course Introduction and Setup/5.1 masteropencv4_v1.5.tar.gz.gz 116MB
  7. 20. BONUS - Colorize Black and White Images/1.1 colorize.tar.gz.gz 115MB
  8. 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/2. Splitting Data into Test and Training Datasets.mp4 104MB
  9. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/3. Convolutions & Image Features.mp4 102MB
  10. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/8. Backpropagation & Learning Rates – A Worked Example.mp4 100MB
  11. 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1. Setup your Deep Learning Virtual Machine.mp4 77MB
  12. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/12. Building a Simple Image Classifier using CIFAR10.vtt 74MB
  13. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/12. Building a Simple Image Classifier using CIFAR10.mp4 74MB
  14. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/2. Building a CNN in Keras.mp4 74MB
  15. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/7. Training Part 2 – Backpropagation and Gradient Descent.mp4 73MB
  16. 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/2. Intro to Handwritten Digit Classification (MNIST).mp4 67MB
  17. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/4. Forward Propagation.mp4 63MB
  18. 8. Simple Machine Learning using OpenCV/2. Mini Project 9 - Handwritten Digit Classification.mp4 61MB
  19. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/5. Activation Functions.mp4 60MB
  20. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/6. Training Part 1 – Loss Functions.mp4 58MB
  21. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/4. Loading Our Data.mp4 53MB
  22. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/2. Machine Learning Overview.vtt 52MB
  23. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/2. Machine Learning Overview.mp4 52MB
  24. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/11. Measuring Performance and the Confusion Matrix.mp4 52MB
  25. 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/5. Types of Data Augmentation.mp4 51MB
  26. 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/4. Boosting Accuracy with Data Augmentation.mp4 49MB
  27. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/4. Depth, Stride and Padding.mp4 47MB
  28. 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/3. Train a Cats vs. Dogs Classifier.mp4 45MB
  29. 5. Object Detection in OpenCV/6. Mini Project 5 - Object Detection - Detect A Specific Object Using Your Webcam.mp4 43MB
  30. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/8. Training Our Classifier.mp4 41MB
  31. 1. Course Introduction and Setup/5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.mp4 38MB
  32. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/2. Introduction to Convolutional Neural Networks (CNNs).mp4 37MB
  33. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/7. Building & Compiling Our Model.mp4 36MB
  34. 1. Course Introduction and Setup/2. Introduction to Computer Vision and OpenCV.mp4 35MB
  35. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/5. Getting our data in ‘Shape’.mp4 34MB
  36. 8. Simple Machine Learning using OpenCV/3. Mini Project # 10 - Facial Recognition - Make Your Computer Recognize You.mp4 32MB
  37. 2. Basics of Computer Vision and OpenCV/6. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.mp4 31MB
  38. 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/4. Mini Project 8 - Yawn Detector and Counter.mp4 30MB
  39. 4. Image Segmentation & Contours/2. Sorting Contours - Sort Those Shapes By Size.mp4 30MB
  40. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/10. Saving and Loading Your Model.mp4 30MB
  41. 9. Object Tracking & Motion Analysis/2. Background Subtraction and Foreground Subtraction.mp4 30MB
  42. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/6. Pooling.mp4 29MB
  43. 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/2. Merging Faces (Face Swaps) - Combine Two Faces For Fun & Sometimes Scary Results.mp4 29MB
  44. 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.mp4 28MB
  45. 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/3. Intro to Multiple Image Classification (CIFAR10).mp4 27MB
  46. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/12. Review and Best Practices.mp4 27MB
  47. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/8. Training CNNs.mp4 27MB
  48. 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1.3 Deep Learning Computer Vision OCV.pdf.pdf 27MB
  49. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/10. Epochs, Iterations and Batch Sizes.mp4 26MB
  50. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/9. Plotting Loss and Accuracy Charts.mp4 26MB
  51. 5. Object Detection in OpenCV/5. SIFT, SURF, FAST, BRIEF & ORB - Learn The Different Ways To Get Image Features.mp4 25MB
  52. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/11. Displaying Your Model Visually.mp4 25MB
  53. 6. Object Detection - Build a Face, People and CarVehicle Detectors/2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.mp4 25MB
  54. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/9. Designing Your Own CNN.mp4 24MB
  55. 1. Course Introduction and Setup/6. Installation of OpenCV & Python on Windows.mp4 24MB
  56. 2. Basics of Computer Vision and OpenCV/4. Getting Started with OpenCV - A Brief OpenCV Intro.mp4 24MB
  57. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/3. Neural Networks Explained.mp4 23MB
  58. 4. Image Segmentation & Contours/1. Segmentation and Contours - Extract Defined Shapes In Your Image.mp4 22MB
  59. 1. Course Introduction and Setup/1. Introduction.mp4 21MB
  60. 5. Object Detection in OpenCV/7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.mp4 20MB
  61. 9. Object Tracking & Motion Analysis/5. Optical Flow - Track Moving Objects In Videos.mp4 20MB
  62. 9. Object Tracking & Motion Analysis/1. Filtering by Color.mp4 19MB
  63. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/6. Hot One Encoding.mp4 18MB
  64. 4. Image Segmentation & Contours/6. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.mp4 18MB
  65. 3. Image Manipulations & Processing/11. Thresholding (Binarization) - Making Certain Images Areas Black or White.mp4 18MB
  66. 8. Simple Machine Learning using OpenCV/1. Machine Learning Overview - What Is It & Why It's Important to Computer Vision.mp4 16MB
  67. 3. Image Manipulations & Processing/9. Blurring - The Many Ways We Can Blur Images & Why It's Important.mp4 16MB
  68. 11. Conclusion/2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.mp4 16MB
  69. 3. Image Manipulations & Processing/13. Edge Detection using Image Gradients & Canny Edge Detection.mp4 15MB
  70. 4. Image Segmentation & Contours/4. Matching Contour Shapes - Match Shapes In Images Even When Distorted.mp4 15MB
  71. 6. Object Detection - Build a Face, People and CarVehicle Detectors/3. Mini Project 6 - Car and Pedestrian Detection in Videos.mp4 15MB
  72. 5. Object Detection in OpenCV/4. Finding Corners - Why Corners In Images Are Important to Object Detection.mp4 15MB
  73. 10. Computational Photography & Make a License Plate Reader/1. Mini Project # 12 - Photo-Restoration.mp4 15MB
  74. 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/3. Mini Project 7 - Live Face Swapper (like MSQRD & Snapchat filters!!!).mp4 14MB
  75. 9. Object Tracking & Motion Analysis/3. Using Meanshift for Object Tracking.mp4 14MB
  76. 3. Image Manipulations & Processing/15. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.mp4 14MB
  77. 4. Image Segmentation & Contours/9. Mini Project 3 - Counting Circles and Ellipses.mp4 14MB
  78. 9. Object Tracking & Motion Analysis/6. Mini Project # 11 - Ball Tracking.mp4 14MB
  79. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/7. The Fully Connected Layer.mp4 14MB
  80. 4. Image Segmentation & Contours/3. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.mp4 13MB
  81. 17. BONUS - Build a Credit Card Number Reader/1.2 26.Credit-Card.tar.gz.gz 13MB
  82. 4. Image Segmentation & Contours/5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).mp4 13MB
  83. 2. Basics of Computer Vision and OpenCV/7. Histogram representation of Images - Visualizing the Components of Images.mp4 12MB
  84. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/3. Building a Handwriting Recognition CNN.mp4 11MB
  85. 2. Basics of Computer Vision and OpenCV/3. Storing Images on Computers.mp4 11MB
  86. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/5. ReLU.mp4 11MB
  87. 1. Course Introduction and Setup/3. About this course.mp4 10MB
  88. 6. Object Detection - Build a Face, People and CarVehicle Detectors/1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.mp4 10MB
  89. 3. Image Manipulations & Processing/12. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.mp4 10MB
  90. 9. Object Tracking & Motion Analysis/4. Using CAMshift for Object Tracking.mp4 10MB
  91. 2. Basics of Computer Vision and OpenCV/8. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.mp4 10MB
  92. 5. Object Detection in OpenCV/3. Feature Description Theory - How We Digitally Represent Objects.mp4 9MB
  93. 3. Image Manipulations & Processing/4. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.mp4 9MB
  94. 3. Image Manipulations & Processing/14. Perspective & Affine Transforms - Take An Off Angle Shot & Make It Look Top Down.mp4 8MB
  95. 3. Image Manipulations & Processing/7. Arithmetic Operations - Brightening and Darkening Images.mp4 8MB
  96. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/1. Neural Networks Chapter Overview.mp4 8MB
  97. 3. Image Manipulations & Processing/8. Bitwise Operations - How Image Masking Works.mp4 8MB
  98. 4. Image Segmentation & Contours/8. Blob Detection - Detect The Center of Flowers.mp4 8MB
  99. 5. Object Detection in OpenCV/1. Object Detection Overview.mp4 7MB
  100. 5. Object Detection in OpenCV/2. Mini Project # 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).mp4 7MB
  101. 2. Basics of Computer Vision and OpenCV/2. How are Images Formed.mp4 6MB
  102. 3. Image Manipulations & Processing/3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.mp4 6MB
  103. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/1. Introduction to Keras & Tensorflow.mp4 6MB
  104. 3. Image Manipulations & Processing/6. Cropping - Cut Out The Image The Regions You Want or Don't Want.mp4 6MB
  105. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/1. Convolutional Neural Networks Chapter Overview.mp4 5MB
  106. 3. Image Manipulations & Processing/2. Image Translations - Moving Images Up, Down. Left And Right.mp4 5MB
  107. 1. Course Introduction and Setup/9. Set up course materials (DOWNLOAD LINK BELOW) - Not needed if using the new VM.mp4 5MB
  108. 2. Basics of Computer Vision and OpenCV/5. Grayscaling - Converting Color Images To Shades of Gray.mp4 5MB
  109. 2. Basics of Computer Vision and OpenCV/1. What are Images.mp4 4MB
  110. 3. Image Manipulations & Processing/10. Sharpening - Reverse Your Images Blurs.mp4 4MB
  111. 11. Conclusion/1. Course Summary and how to become an Expert.mp4 4MB
  112. 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/1. Data Augmentation Chapter Overview.mp4 4MB
  113. 3. Image Manipulations & Processing/1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.mp4 4MB
  114. 3. Image Manipulations & Processing/5. Image Pyramids - Another Way of Re-Sizing.mp4 4MB
  115. 17. BONUS - Build a Credit Card Number Reader/1.1 Credit-Card Number Identification.zip.zip 128KB
  116. 11. Conclusion/1.1 ResearchPapersandURLS.pdf.pdf 97KB
  117. 8. Simple Machine Learning using OpenCV/2. Mini Project 9 - Handwritten Digit Classification.vtt 26KB
  118. 10. Computational Photography & Make a License Plate Reader/2.1 Lecture11.1 Automatic Number-Plate Recognition.zip.zip 24KB
  119. 1. Course Introduction and Setup/6.1 Windows OpenCV Installation.pdf.pdf 23KB
  120. 5. Object Detection in OpenCV/6. Mini Project 5 - Object Detection - Detect A Specific Object Using Your Webcam.vtt 19KB
  121. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/9. Regularization, Overfitting, Generalization and Test Datasets.vtt 18KB
  122. 4. Image Segmentation & Contours/2. Sorting Contours - Sort Those Shapes By Size.vtt 17KB
  123. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/2. Building a CNN in Keras.vtt 16KB
  124. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/8. Backpropagation & Learning Rates – A Worked Example.vtt 15KB
  125. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/3. Convolutions & Image Features.vtt 15KB
  126. 8. Simple Machine Learning using OpenCV/3. Mini Project # 10 - Facial Recognition - Make Your Computer Recognize You.vtt 15KB
  127. 2. Basics of Computer Vision and OpenCV/6. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.vtt 15KB
  128. 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.vtt 15KB
  129. 4. Image Segmentation & Contours/1. Segmentation and Contours - Extract Defined Shapes In Your Image.vtt 15KB
  130. 6. Object Detection - Build a Face, People and CarVehicle Detectors/2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.vtt 14KB
  131. 5. Object Detection in OpenCV/5. SIFT, SURF, FAST, BRIEF & ORB - Learn The Different Ways To Get Image Features.vtt 13KB
  132. 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/2. Merging Faces (Face Swaps) - Combine Two Faces For Fun & Sometimes Scary Results.vtt 12KB
  133. 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1. Setup your Deep Learning Virtual Machine.vtt 12KB
  134. 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/2. Splitting Data into Test and Training Datasets.vtt 12KB
  135. 17. BONUS - Build a Credit Card Number Reader/1. Step 1 - Creating a Credit Card Number Dataset.html 12KB
  136. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/7. Training Part 2 – Backpropagation and Gradient Descent.vtt 12KB
  137. 8. Simple Machine Learning using OpenCV/1. Machine Learning Overview - What Is It & Why It's Important to Computer Vision.vtt 12KB
  138. 1. Course Introduction and Setup/6. Installation of OpenCV & Python on Windows.vtt 11KB
  139. 3. Image Manipulations & Processing/11. Thresholding (Binarization) - Making Certain Images Areas Black or White.vtt 11KB
  140. 2. Basics of Computer Vision and OpenCV/4. Getting Started with OpenCV - A Brief OpenCV Intro.vtt 11KB
  141. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/6. Training Part 1 – Loss Functions.vtt 10KB
  142. 5. Object Detection in OpenCV/7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.vtt 10KB
  143. 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/4. Mini Project 8 - Yawn Detector and Counter.vtt 10KB
  144. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/5. Activation Functions.vtt 10KB
  145. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/4. Forward Propagation.vtt 10KB
  146. 3. Image Manipulations & Processing/9. Blurring - The Many Ways We Can Blur Images & Why It's Important.vtt 9KB
  147. 11. Conclusion/2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.vtt 9KB
  148. 9. Object Tracking & Motion Analysis/5. Optical Flow - Track Moving Objects In Videos.vtt 9KB
  149. 5. Object Detection in OpenCV/4. Finding Corners - Why Corners In Images Are Important to Object Detection.vtt 9KB
  150. 6. Object Detection - Build a Face, People and CarVehicle Detectors/3. Mini Project 6 - Car and Pedestrian Detection in Videos.vtt 9KB
  151. 9. Object Tracking & Motion Analysis/2. Background Subtraction and Foreground Subtraction.vtt 9KB
  152. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/11. Measuring Performance and the Confusion Matrix.vtt 9KB
  153. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/4. Depth, Stride and Padding.vtt 8KB
  154. 10. Computational Photography & Make a License Plate Reader/1. Mini Project # 12 - Photo-Restoration.vtt 8KB
  155. 4. Image Segmentation & Contours/6. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.vtt 8KB
  156. 17. BONUS - Build a Credit Card Number Reader/3. Step 3 - Extracting A Credit Card from the Background.html 8KB
  157. 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/3. Mini Project 7 - Live Face Swapper (like MSQRD & Snapchat filters!!!).vtt 8KB
  158. 4. Image Segmentation & Contours/9. Mini Project 3 - Counting Circles and Ellipses.vtt 8KB
  159. 9. Object Tracking & Motion Analysis/1. Filtering by Color.vtt 8KB
  160. 19. BONUS - Object Detection - Use SSDs (Single Shot Detector) for Detecting Objects/1. Using an SSD In OpenCV.html 8KB
  161. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/4. Loading Our Data.vtt 8KB
  162. 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/5. Types of Data Augmentation.vtt 7KB
  163. 4. Image Segmentation & Contours/5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).vtt 7KB
  164. 1. Course Introduction and Setup/3. About this course.vtt 7KB
  165. 4. Image Segmentation & Contours/3. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.vtt 7KB
  166. 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/2. Intro to Handwritten Digit Classification (MNIST).vtt 7KB
  167. 6. Object Detection - Build a Face, People and CarVehicle Detectors/1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.vtt 7KB
  168. 4. Image Segmentation & Contours/4. Matching Contour Shapes - Match Shapes In Images Even When Distorted.vtt 7KB
  169. 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/4. Boosting Accuracy with Data Augmentation.vtt 7KB
  170. 5. Object Detection in OpenCV/3. Feature Description Theory - How We Digitally Represent Objects.vtt 7KB
  171. 3. Image Manipulations & Processing/15. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.vtt 7KB
  172. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/8. Training Our Classifier.vtt 6KB
  173. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/2. Introduction to Convolutional Neural Networks (CNNs).vtt 6KB
  174. 20. BONUS - Colorize Black and White Images/1. Colorizing Black and White Images Using Caffe.html 6KB
  175. 9. Object Tracking & Motion Analysis/6. Mini Project # 11 - Ball Tracking.vtt 6KB
  176. 3. Image Manipulations & Processing/13. Edge Detection using Image Gradients & Canny Edge Detection.vtt 6KB
  177. 9. Object Tracking & Motion Analysis/3. Using Meanshift for Object Tracking.vtt 6KB
  178. 3. Image Manipulations & Processing/12. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.vtt 6KB
  179. 2. Basics of Computer Vision and OpenCV/3. Storing Images on Computers.vtt 6KB
  180. 3. Image Manipulations & Processing/4. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.vtt 6KB
  181. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/6. Pooling.vtt 6KB
  182. 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/3. Train a Cats vs. Dogs Classifier.vtt 6KB
  183. 2. Basics of Computer Vision and OpenCV/7. Histogram representation of Images - Visualizing the Components of Images.vtt 5KB
  184. 1. Course Introduction and Setup/5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.vtt 5KB
  185. 9. Object Tracking & Motion Analysis/4. Using CAMshift for Object Tracking.vtt 5KB
  186. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/5. Getting our data in ‘Shape’.vtt 5KB
  187. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/12. Review and Best Practices.vtt 5KB
  188. 3. Image Manipulations & Processing/14. Perspective & Affine Transforms - Take An Off Angle Shot & Make It Look Top Down.vtt 5KB
  189. 3. Image Manipulations & Processing/8. Bitwise Operations - How Image Masking Works.vtt 5KB
  190. 18. BONUS - Neural Style Transfer with OpenCV/1. Perform Neural Style Transfer Using OpenCV4.html 5KB
  191. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/9. Designing Your Own CNN.vtt 5KB
  192. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/7. Building & Compiling Our Model.vtt 5KB
  193. 17. BONUS - Build a Credit Card Number Reader/2. Step 2 - Training Our Model.html 5KB
  194. 2. Basics of Computer Vision and OpenCV/8. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.vtt 5KB
  195. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/3. Neural Networks Explained.vtt 5KB
  196. 4. Image Segmentation & Contours/8. Blob Detection - Detect The Center of Flowers.vtt 5KB
  197. 3. Image Manipulations & Processing/7. Arithmetic Operations - Brightening and Darkening Images.vtt 4KB
  198. 5. Object Detection in OpenCV/1. Object Detection Overview.vtt 4KB
  199. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/10. Epochs, Iterations and Batch Sizes.vtt 4KB
  200. 1. Course Introduction and Setup/7. Installation of OpenCV & Python on Mac.html 4KB
  201. 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 4KB
  202. 2. Basics of Computer Vision and OpenCV/2. How are Images Formed.vtt 4KB
  203. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/9. Plotting Loss and Accuracy Charts.vtt 4KB
  204. 1. Course Introduction and Setup/2. Introduction to Computer Vision and OpenCV.vtt 4KB
  205. 3. Image Manipulations & Processing/3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.vtt 4KB
  206. 11. Conclusion/1. Course Summary and how to become an Expert.vtt 4KB
  207. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/10. Saving and Loading Your Model.vtt 4KB
  208. 5. Object Detection in OpenCV/2. Mini Project # 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).vtt 4KB
  209. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/11. Displaying Your Model Visually.vtt 4KB
  210. 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/3. Intro to Multiple Image Classification (CIFAR10).vtt 4KB
  211. 1. Course Introduction and Setup/8. Installation of OpenCV & Python on Linux.html 4KB
  212. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/8. Training CNNs.vtt 4KB
  213. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/6. Hot One Encoding.vtt 4KB
  214. 3. Image Manipulations & Processing/2. Image Translations - Moving Images Up, Down. Left And Right.vtt 3KB
  215. 3. Image Manipulations & Processing/6. Cropping - Cut Out The Image The Regions You Want or Don't Want.vtt 3KB
  216. 3. Image Manipulations & Processing/1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.vtt 3KB
  217. 2. Basics of Computer Vision and OpenCV/1. What are Images.vtt 3KB
  218. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/7. The Fully Connected Layer.vtt 3KB
  219. 1. Course Introduction and Setup/4. READ THIS - Guide to installing and setting up your OpenCV4.0.1 Virtual Machine.html 3KB
  220. 1. Course Introduction and Setup/1. Introduction.vtt 3KB
  221. 2. Basics of Computer Vision and OpenCV/5. Grayscaling - Converting Color Images To Shades of Gray.vtt 3KB
  222. 3. Image Manipulations & Processing/5. Image Pyramids - Another Way of Re-Sizing.vtt 2KB
  223. 3. Image Manipulations & Processing/10. Sharpening - Reverse Your Images Blurs.vtt 2KB
  224. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/3. Building a Handwriting Recognition CNN.vtt 2KB
  225. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/5. ReLU.vtt 2KB
  226. 1. Course Introduction and Setup/9. Set up course materials (DOWNLOAD LINK BELOW) - Not needed if using the new VM.vtt 2KB
  227. 13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/1. Neural Networks Chapter Overview.vtt 2KB
  228. 4. Image Segmentation & Contours/7. Circle Detection.html 2KB
  229. 16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/1. Data Augmentation Chapter Overview.vtt 1KB
  230. 14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/1. Convolutional Neural Networks Chapter Overview.vtt 1KB
  231. 15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/1. Introduction to Keras & Tensorflow.vtt 1KB
  232. 10. Computational Photography & Make a License Plate Reader/2. Mini Project # 13 - Automatic Number-Plate Recognition (ALPR).html 861B
  233. 0. Websites you may like/1. (FreeTutorials.Us) Download Udemy Paid Courses For Free.url 328B
  234. 0. Websites you may like/5. (Discuss.FTUForum.com) FTU Discussion Forum.url 294B
  235. 0. Websites you may like/2. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url 286B
  236. 0. Websites you may like/4. (FTUApps.com) Download Cracked Developers Applications For Free.url 239B
  237. 0. Websites you may like/How you can help Team-FTU.txt 237B
  238. 0. Websites you may like/3. (NulledPremium.com) Download Cracked Website Themes, Plugins, Scripts And Stock Images.url 163B
  239. 1. Course Introduction and Setup/7.1 Guide to troubleshooting Issues with Mac installs.html 148B
  240. 1. Course Introduction and Setup/4.1 Download your OpenCV4 Virtual Machine HERE!.html 143B
  241. 7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/2.1 Student Contribution of PY3 compatible version (Thanks to Vo!).html 132B
  242. 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1.4 Download Your Deep Learning Virtual Machine HERE.html 127B
  243. 12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1.2 Download VirtualBox.html 102B