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[] Udemy - Master Computer Vision™ OpenCV3 in Python & Machine Learning

  • 收录时间:2019-06-19 22:09:22
  • 文件大小:1GB
  • 下载次数:53
  • 最近下载:2021-01-21 03:42:24
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文件列表

  1. 1. Course Introduction and Setup/7.1 MasteringComputerVision_V1.03.zip.zip 127MB
  2. 8. Machine Learning in Computer Vision/2. Mini Project 9 - Handwritten Digit Classification.mp4 61MB
  3. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/6. Mini Project 5 - Object Detection - Detect A Specific Object Using Your Webcam.mp4 43MB
  4. 8. Machine Learning in Computer Vision/3. Mini Project # 10 - Facial Recognition - Make Your Computer Recognize You.mp4 32MB
  5. 2. Basics of Computer Vision and OpenCV/6. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.mp4 31MB
  6. 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/4. Mini Project 8 - Yawn Detector and Counter.mp4 30MB
  7. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/2. Sorting Contours - Sort Those Shapes By Size.mp4 30MB
  8. 9. Motion Analysis and Object Tracking/2. Background Subtraction and Foreground Subtraction.mp4 30MB
  9. 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/2. Merging Faces (Face Swaps) - Combine Two Faces For Fun & Sometimes Scary Results.mp4 29MB
  10. 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.mp4 28MB
  11. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/5. SIFT, SURF, FAST, BRIEF & ORB - Learn The Different Ways To Get Image Features.mp4 25MB
  12. 6. Face, People and Car Detection/2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.mp4 25MB
  13. 1. Course Introduction and Setup/4. Installation of OpenCV & Python (Windows).mp4 24MB
  14. 2. Basics of Computer Vision and OpenCV/4. Getting Started with OpenCV - A Brief OpenCV Intro.mp4 24MB
  15. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/1. Segmentation and Contours - Extract Defined Shapes In Your Image.mp4 22MB
  16. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.mp4 20MB
  17. 9. Motion Analysis and Object Tracking/5. Optical Flow - Track Moving Objects In Videos.mp4 20MB
  18. 9. Motion Analysis and Object Tracking/1. Filtering by Color.mp4 19MB
  19. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/6. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.mp4 18MB
  20. 3. Image Manipulations - The Many Ways You Can Change Images/11. Thresholding (Binarization) - Making Certain Images Areas Black or White.mp4 18MB
  21. 8. Machine Learning in Computer Vision/1. Machine Learning Overview - What Is It & Why It's Important to Computer Vision.mp4 16MB
  22. 3. Image Manipulations - The Many Ways You Can Change Images/9. Blurring - The Many Ways We Can Blur Images & Why It's Important.mp4 16MB
  23. 11. Conclusion/2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.mp4 16MB
  24. 3. Image Manipulations - The Many Ways You Can Change Images/13. Edge Detection using Image Gradients & Canny Edge Detection.mp4 15MB
  25. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/4. Matching Contour Shapes - Match Shapes In Images Even When Distorted.mp4 15MB
  26. 6. Face, People and Car Detection/3. Mini Project 6 - Car and Pedestrian Detection in Videos.mp4 15MB
  27. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/4. Finding Corners - Why Corners In Images Are Important to Object Detection.mp4 15MB
  28. 10. BONUS - Computation Photography/1. Mini Project # 12 - Photo-Restoration.mp4 15MB
  29. 9. Motion Analysis and Object Tracking/3. Using Meanshift for Object Tracking.mp4 14MB
  30. 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/3. Mini Project 7 - Live Face Swapper (like MSQRD & Snapchat filters!!!).mp4 14MB
  31. 3. Image Manipulations - The Many Ways You Can Change Images/15. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.mp4 14MB
  32. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/9. Mini Project 3 - Counting Circles and Ellipses.mp4 14MB
  33. 9. Motion Analysis and Object Tracking/6. Mini Project # 11 - Ball Tracking.mp4 14MB
  34. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/3. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.mp4 13MB
  35. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).mp4 13MB
  36. 2. Basics of Computer Vision and OpenCV/7. Histogram representation of Images - Visualizing the Components of Images.mp4 12MB
  37. 1. Course Introduction and Setup/1. Introduction.mp4 12MB
  38. 2. Basics of Computer Vision and OpenCV/3. Storing Images on Computers.mp4 11MB
  39. 1. Course Introduction and Setup/3. About this course.mp4 10MB
  40. 6. Face, People and Car Detection/1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.mp4 10MB
  41. 3. Image Manipulations - The Many Ways You Can Change Images/12. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.mp4 10MB
  42. 9. Motion Analysis and Object Tracking/4. Using CAMshift for Object Tracking.mp4 10MB
  43. 2. Basics of Computer Vision and OpenCV/8. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.mp4 10MB
  44. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/3. Feature Description Theory - How We Digitally Represent Objects.mp4 9MB
  45. 3. Image Manipulations - The Many Ways You Can Change Images/4. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.mp4 9MB
  46. 3. Image Manipulations - The Many Ways You Can Change Images/14. Perspective & Affine Transforms - Take An Off Angle Shot & Make It Look Top Down.mp4 8MB
  47. 3. Image Manipulations - The Many Ways You Can Change Images/7. Arithmetic Operations - Brightening and Darkening Images.mp4 8MB
  48. 3. Image Manipulations - The Many Ways You Can Change Images/8. Bitwise Operations - How Image Masking Works.mp4 8MB
  49. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/8. Blob Detection - Detect The Center of Flowers.mp4 8MB
  50. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/1. Object Detection Overview.mp4 7MB
  51. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/2. Mini Project # 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).mp4 7MB
  52. 1. Course Introduction and Setup/2. Introduction to Computer Vision and OpenCV.mp4 7MB
  53. 2. Basics of Computer Vision and OpenCV/2. How are Images Formed.mp4 6MB
  54. 3. Image Manipulations - The Many Ways You Can Change Images/3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.mp4 6MB
  55. 3. Image Manipulations - The Many Ways You Can Change Images/6. Cropping - Cut Out The Image The Regions You Want or Don't Want.mp4 6MB
  56. 3. Image Manipulations - The Many Ways You Can Change Images/2. Image Translations - Moving Images Up, Down. Left And Right.mp4 5MB
  57. 1. Course Introduction and Setup/7. Setting up our course materials (DOWNLOAD, SEE LINK BELOW).mp4 5MB
  58. 2. Basics of Computer Vision and OpenCV/5. Grayscaling - Converting Color Images To Shades of Gray.mp4 5MB
  59. 2. Basics of Computer Vision and OpenCV/1. What are Images.mp4 4MB
  60. 3. Image Manipulations - The Many Ways You Can Change Images/10. Sharpening - Reverse Your Images Blurs.mp4 4MB
  61. 11. Conclusion/1. Course Summary and how to become an Expert.mp4 4MB
  62. 3. Image Manipulations - The Many Ways You Can Change Images/1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.mp4 4MB
  63. 3. Image Manipulations - The Many Ways You Can Change Images/5. Image Pyramids - Another Way of Re-Sizing.mp4 4MB
  64. 11. Conclusion/1.1 ResearchPapersandURLS.pdf.pdf 97KB
  65. 8. Machine Learning in Computer Vision/2. Mini Project 9 - Handwritten Digit Classification.vtt 26KB
  66. 1. Course Introduction and Setup/4.1 Windows OpenCV Installation.pdf.pdf 23KB
  67. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/6. Mini Project 5 - Object Detection - Detect A Specific Object Using Your Webcam.vtt 19KB
  68. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/2. Sorting Contours - Sort Those Shapes By Size.vtt 17KB
  69. 8. Machine Learning in Computer Vision/3. Mini Project # 10 - Facial Recognition - Make Your Computer Recognize You.vtt 15KB
  70. 2. Basics of Computer Vision and OpenCV/6. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.vtt 15KB
  71. 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.vtt 15KB
  72. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/1. Segmentation and Contours - Extract Defined Shapes In Your Image.vtt 15KB
  73. 6. Face, People and Car Detection/2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.vtt 14KB
  74. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/5. SIFT, SURF, FAST, BRIEF & ORB - Learn The Different Ways To Get Image Features.vtt 13KB
  75. 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/2. Merging Faces (Face Swaps) - Combine Two Faces For Fun & Sometimes Scary Results.vtt 12KB
  76. 8. Machine Learning in Computer Vision/1. Machine Learning Overview - What Is It & Why It's Important to Computer Vision.vtt 12KB
  77. 1. Course Introduction and Setup/4. Installation of OpenCV & Python (Windows).vtt 11KB
  78. 3. Image Manipulations - The Many Ways You Can Change Images/11. Thresholding (Binarization) - Making Certain Images Areas Black or White.vtt 11KB
  79. 2. Basics of Computer Vision and OpenCV/4. Getting Started with OpenCV - A Brief OpenCV Intro.vtt 11KB
  80. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.vtt 10KB
  81. 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/4. Mini Project 8 - Yawn Detector and Counter.vtt 10KB
  82. 3. Image Manipulations - The Many Ways You Can Change Images/9. Blurring - The Many Ways We Can Blur Images & Why It's Important.vtt 9KB
  83. 11. Conclusion/2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.vtt 9KB
  84. 9. Motion Analysis and Object Tracking/5. Optical Flow - Track Moving Objects In Videos.vtt 9KB
  85. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/4. Finding Corners - Why Corners In Images Are Important to Object Detection.vtt 9KB
  86. 6. Face, People and Car Detection/3. Mini Project 6 - Car and Pedestrian Detection in Videos.vtt 9KB
  87. 9. Motion Analysis and Object Tracking/2. Background Subtraction and Foreground Subtraction.vtt 9KB
  88. 10. BONUS - Computation Photography/1. Mini Project # 12 - Photo-Restoration.vtt 8KB
  89. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/6. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.vtt 8KB
  90. 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/3. Mini Project 7 - Live Face Swapper (like MSQRD & Snapchat filters!!!).vtt 8KB
  91. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/9. Mini Project 3 - Counting Circles and Ellipses.vtt 8KB
  92. 9. Motion Analysis and Object Tracking/1. Filtering by Color.vtt 8KB
  93. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).vtt 7KB
  94. 1. Course Introduction and Setup/3. About this course.vtt 7KB
  95. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/3. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.vtt 7KB
  96. 6. Face, People and Car Detection/1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.vtt 7KB
  97. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/4. Matching Contour Shapes - Match Shapes In Images Even When Distorted.vtt 7KB
  98. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/3. Feature Description Theory - How We Digitally Represent Objects.vtt 7KB
  99. 3. Image Manipulations - The Many Ways You Can Change Images/15. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.vtt 7KB
  100. 9. Motion Analysis and Object Tracking/6. Mini Project # 11 - Ball Tracking.vtt 6KB
  101. 3. Image Manipulations - The Many Ways You Can Change Images/13. Edge Detection using Image Gradients & Canny Edge Detection.vtt 6KB
  102. 9. Motion Analysis and Object Tracking/3. Using Meanshift for Object Tracking.vtt 6KB
  103. 3. Image Manipulations - The Many Ways You Can Change Images/12. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.vtt 6KB
  104. 2. Basics of Computer Vision and OpenCV/3. Storing Images on Computers.vtt 6KB
  105. 3. Image Manipulations - The Many Ways You Can Change Images/4. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.vtt 6KB
  106. 2. Basics of Computer Vision and OpenCV/7. Histogram representation of Images - Visualizing the Components of Images.vtt 5KB
  107. 9. Motion Analysis and Object Tracking/4. Using CAMshift for Object Tracking.vtt 5KB
  108. 3. Image Manipulations - The Many Ways You Can Change Images/14. Perspective & Affine Transforms - Take An Off Angle Shot & Make It Look Top Down.vtt 5KB
  109. 3. Image Manipulations - The Many Ways You Can Change Images/8. Bitwise Operations - How Image Masking Works.vtt 5KB
  110. 2. Basics of Computer Vision and OpenCV/8. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.vtt 5KB
  111. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/8. Blob Detection - Detect The Center of Flowers.vtt 5KB
  112. 3. Image Manipulations - The Many Ways You Can Change Images/7. Arithmetic Operations - Brightening and Darkening Images.vtt 4KB
  113. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/1. Object Detection Overview.vtt 4KB
  114. 1. Course Introduction and Setup/5. Installation (Mac).html 4KB
  115. 2. Basics of Computer Vision and OpenCV/2. How are Images Formed.vtt 4KB
  116. 1. Course Introduction and Setup/2. Introduction to Computer Vision and OpenCV.vtt 4KB
  117. 3. Image Manipulations - The Many Ways You Can Change Images/3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.vtt 4KB
  118. 11. Conclusion/1. Course Summary and how to become an Expert.vtt 4KB
  119. 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/2. Mini Project # 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).vtt 4KB
  120. 1. Course Introduction and Setup/6. Installation (Linux).html 4KB
  121. 3. Image Manipulations - The Many Ways You Can Change Images/2. Image Translations - Moving Images Up, Down. Left And Right.vtt 3KB
  122. 3. Image Manipulations - The Many Ways You Can Change Images/6. Cropping - Cut Out The Image The Regions You Want or Don't Want.vtt 3KB
  123. 3. Image Manipulations - The Many Ways You Can Change Images/1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.vtt 3KB
  124. 2. Basics of Computer Vision and OpenCV/1. What are Images.vtt 3KB
  125. 1. Course Introduction and Setup/1. Introduction.vtt 3KB
  126. 2. Basics of Computer Vision and OpenCV/5. Grayscaling - Converting Color Images To Shades of Gray.vtt 3KB
  127. 3. Image Manipulations - The Many Ways You Can Change Images/5. Image Pyramids - Another Way of Re-Sizing.vtt 2KB
  128. 3. Image Manipulations - The Many Ways You Can Change Images/10. Sharpening - Reverse Your Images Blurs.vtt 2KB
  129. 1. Course Introduction and Setup/7. Setting up our course materials (DOWNLOAD, SEE LINK BELOW).vtt 2KB
  130. 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/7. Circle Detection.html 2KB
  131. 1. Course Introduction and Setup/5.1 Guide to troubleshooting Issues with Mac installs.html 148B
  132. [FCS Forum].url 133B
  133. 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/2.1 Student Contribution of PY3 compatible version (Thanks to Vo!).html 132B
  134. [FreeCourseSite.com].url 127B
  135. [CourseClub.NET].url 123B