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

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

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收录时间：2021-03-24
最近下载：2026-01-15

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文件列表

  • 1. Course Introduction and Setup/7.1 MasteringComputerVision_V1.03.zip.zip 133.7 MB
  • 8. Machine Learning in Computer Vision/2. Mini Project 9 - Handwritten Digit Classification.mp4 63.5 MB
  • 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 45.5 MB
  • 8. Machine Learning in Computer Vision/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 - Facial Landmark Identification (Filters, Swaps & Analysis)/4. Mini Project 8 - Yawn Detector and Counter.mp4 31.4 MB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/2. Sorting Contours - Sort Those Shapes By Size.mp4 31.2 MB
  • 9. Motion Analysis and Object Tracking/2. Background Subtraction and Foreground Subtraction.mp4 31.0 MB
  • 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/2. Merging Faces (Face Swaps) - Combine Two Faces For Fun & Sometimes Scary Results.mp4 30.1 MB
  • 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.mp4 29.7 MB
  • 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 26.7 MB
  • 6. Face, People and Car Detection/2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.mp4 26.2 MB
  • 1. Course Introduction and Setup/4. Installation of OpenCV & Python (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
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/1. Segmentation and Contours - Extract Defined Shapes In Your Image.mp4 23.5 MB
  • 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.mp4 20.9 MB
  • 9. Motion Analysis and Object Tracking/5. Optical Flow - Track Moving Objects In Videos.mp4 20.8 MB
  • 9. Motion Analysis and Object Tracking/1. Filtering by Color.mp4 19.6 MB
  • 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 18.5 MB
  • 3. Image Manipulations - The Many Ways You Can Change Images/11. Thresholding (Binarization) - Making Certain Images Areas Black or White.mp4 18.5 MB
  • 8. Machine Learning in Computer Vision/1. Machine Learning Overview - What Is It & Why It's Important to Computer Vision.mp4 17.0 MB
  • 3. Image Manipulations - The Many Ways You Can Change Images/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 - The Many Ways You Can Change Images/13. Edge Detection using Image Gradients & Canny Edge Detection.mp4 16.0 MB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/4. Matching Contour Shapes - Match Shapes In Images Even When Distorted.mp4 16.0 MB
  • 6. Face, People and Car Detection/3. Mini Project 6 - Car and Pedestrian Detection in Videos.mp4 16.0 MB
  • 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 15.5 MB
  • 10. BONUS - Computation Photography/1. Mini Project # 12 - Photo-Restoration.mp4 15.4 MB
  • 9. Motion Analysis and Object Tracking/3. Using Meanshift for Object Tracking.mp4 15.2 MB
  • 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/3. Mini Project 7 - Live Face Swapper (like MSQRD & Snapchat filters!!!).mp4 15.2 MB
  • 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 15.0 MB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/9. Mini Project 3 - Counting Circles and Ellipses.mp4 14.9 MB
  • 9. Motion Analysis and Object Tracking/6. Mini Project # 11 - Ball Tracking.mp4 14.9 MB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/3. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.mp4 14.1 MB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).mp4 13.8 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
  • 2. Basics of Computer Vision and OpenCV/3. Storing Images on Computers.mp4 11.4 MB
  • 1. Course Introduction and Setup/3. About this course.mp4 10.8 MB
  • 6. Face, People and Car Detection/1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.mp4 10.6 MB
  • 3. Image Manipulations - The Many Ways You Can Change Images/12. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.mp4 10.6 MB
  • 9. Motion Analysis and Object Tracking/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 - Use Computer VIsion To Detect Objects In An Image/3. Feature Description Theory - How We Digitally Represent Objects.mp4 9.3 MB
  • 3. Image Manipulations - The Many Ways You Can Change Images/4. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.mp4 9.1 MB
  • 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 8.5 MB
  • 3. Image Manipulations - The Many Ways You Can Change Images/7. Arithmetic Operations - Brightening and Darkening Images.mp4 8.4 MB
  • 3. Image Manipulations - The Many Ways You Can Change Images/8. Bitwise Operations - How Image Masking Works.mp4 8.1 MB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/8. Blob Detection - Detect The Center of Flowers.mp4 7.9 MB
  • 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/1. Object Detection Overview.mp4 7.7 MB
  • 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 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 - The Many Ways You Can Change Images/3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.mp4 6.3 MB
  • 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 5.8 MB
  • 3. Image Manipulations - The Many Ways You Can Change Images/2. Image Translations - Moving Images Up, Down. Left And Right.mp4 5.2 MB
  • 1. Course Introduction and Setup/7. Setting up our course materials (DOWNLOAD, SEE LINK BELOW).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 - The Many Ways You Can Change Images/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
  • 3. Image Manipulations - The Many Ways You Can Change Images/1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.mp4 3.7 MB
  • 3. Image Manipulations - The Many Ways You Can Change Images/5. Image Pyramids - Another Way of Re-Sizing.mp4 3.7 MB
  • 11. Conclusion/1.1 ResearchPapersandURLS.pdf.pdf 99.0 kB
  • 8. Machine Learning in Computer Vision/2. Mini Project 9 - Handwritten Digit Classification.vtt 26.4 kB
  • 1. Course Introduction and Setup/4.1 Windows OpenCV Installation.pdf.pdf 24.1 kB
  • 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 19.8 kB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/2. Sorting Contours - Sort Those Shapes By Size.vtt 17.7 kB
  • 8. Machine Learning in Computer Vision/3. Mini Project # 10 - Facial Recognition - Make Your Computer Recognize You.vtt 15.6 kB
  • 2. Basics of Computer Vision and OpenCV/6. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.vtt 15.1 kB
  • 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.vtt 15.1 kB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/1. Segmentation and Contours - Extract Defined Shapes In Your Image.vtt 14.9 kB
  • 6. Face, People and Car Detection/2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.vtt 14.8 kB
  • 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 13.7 kB
  • 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/2. Merging Faces (Face Swaps) - Combine Two Faces For Fun & Sometimes Scary Results.vtt 12.8 kB
  • 8. Machine Learning in Computer Vision/1. Machine Learning Overview - What Is It & Why It's Important to Computer Vision.vtt 11.9 kB
  • 1. Course Introduction and Setup/4. Installation of OpenCV & Python (Windows).vtt 11.4 kB
  • 3. Image Manipulations - The Many Ways You Can Change Images/11. Thresholding (Binarization) - Making Certain Images Areas Black or White.vtt 10.9 kB
  • 2. Basics of Computer Vision and OpenCV/4. Getting Started with OpenCV - A Brief OpenCV Intro.vtt 10.8 kB
  • 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.vtt 10.6 kB
  • 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/4. Mini Project 8 - Yawn Detector and Counter.vtt 10.6 kB
  • 3. Image Manipulations - The Many Ways You Can Change Images/9. Blurring - The Many Ways We Can Blur Images & Why It's Important.vtt 9.7 kB
  • 11. Conclusion/2. Latest Advances, 12 Startup Ideas & Implementing Computer VIsion in Mobile Apps.vtt 9.6 kB
  • 9. Motion Analysis and Object Tracking/5. Optical Flow - Track Moving Objects In Videos.vtt 9.5 kB
  • 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 9.4 kB
  • 6. Face, People and Car Detection/3. Mini Project 6 - Car and Pedestrian Detection in Videos.vtt 9.3 kB
  • 9. Motion Analysis and Object Tracking/2. Background Subtraction and Foreground Subtraction.vtt 9.2 kB
  • 10. BONUS - Computation Photography/1. Mini Project # 12 - Photo-Restoration.vtt 8.4 kB
  • 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 8.3 kB
  • 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/3. Mini Project 7 - Live Face Swapper (like MSQRD & Snapchat filters!!!).vtt 8.1 kB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/9. Mini Project 3 - Counting Circles and Ellipses.vtt 8.0 kB
  • 9. Motion Analysis and Object Tracking/1. Filtering by Color.vtt 8.0 kB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).vtt 7.3 kB
  • 1. Course Introduction and Setup/3. About this course.vtt 7.3 kB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/3. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.vtt 7.3 kB
  • 6. Face, People and Car Detection/1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.vtt 7.1 kB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/4. Matching Contour Shapes - Match Shapes In Images Even When Distorted.vtt 7.0 kB
  • 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/3. Feature Description Theory - How We Digitally Represent Objects.vtt 6.7 kB
  • 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 6.7 kB
  • 9. Motion Analysis and Object Tracking/6. Mini Project # 11 - Ball Tracking.vtt 6.5 kB
  • 3. Image Manipulations - The Many Ways You Can Change Images/13. Edge Detection using Image Gradients & Canny Edge Detection.vtt 6.5 kB
  • 9. Motion Analysis and Object Tracking/3. Using Meanshift for Object Tracking.vtt 6.4 kB
  • 3. Image Manipulations - The Many Ways You Can Change Images/12. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.vtt 6.3 kB
  • 2. Basics of Computer Vision and OpenCV/3. Storing Images on Computers.vtt 6.1 kB
  • 3. Image Manipulations - The Many Ways You Can Change Images/4. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.vtt 5.8 kB
  • 2. Basics of Computer Vision and OpenCV/7. Histogram representation of Images - Visualizing the Components of Images.vtt 5.5 kB
  • 9. Motion Analysis and Object Tracking/4. Using CAMshift for Object Tracking.vtt 5.3 kB
  • 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 5.0 kB
  • 3. Image Manipulations - The Many Ways You Can Change Images/8. Bitwise Operations - How Image Masking Works.vtt 5.0 kB
  • 2. Basics of Computer Vision and OpenCV/8. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.vtt 4.8 kB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/8. Blob Detection - Detect The Center of Flowers.vtt 4.6 kB
  • 3. Image Manipulations - The Many Ways You Can Change Images/7. Arithmetic Operations - Brightening and Darkening Images.vtt 4.6 kB
  • 5. Object Detection - Use Computer VIsion To Detect Objects In An Image/1. Object Detection Overview.vtt 4.5 kB
  • 1. Course Introduction and Setup/5. Installation (Mac).html 4.3 kB
  • 2. Basics of Computer Vision and OpenCV/2. How are Images Formed.vtt 4.2 kB
  • 1. Course Introduction and Setup/2. Introduction to Computer Vision and OpenCV.vtt 4.2 kB
  • 3. Image Manipulations - The Many Ways You Can Change Images/3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.vtt 4.1 kB
  • 11. Conclusion/1. Course Summary and how to become an Expert.vtt 4.1 kB
  • 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 4.0 kB
  • 1. Course Introduction and Setup/6. Installation (Linux).html 3.8 kB
  • 3. Image Manipulations - The Many Ways You Can Change Images/2. Image Translations - Moving Images Up, Down. Left And Right.vtt 3.6 kB
  • 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 3.4 kB
  • 3. Image Manipulations - The Many Ways You Can Change Images/1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.vtt 3.1 kB
  • 2. Basics of Computer Vision and OpenCV/1. What are Images.vtt 3.1 kB
  • 1. Course Introduction and Setup/1. Introduction.vtt 2.6 kB
  • 2. Basics of Computer Vision and OpenCV/5. Grayscaling - Converting Color Images To Shades of Gray.vtt 2.6 kB
  • 3. Image Manipulations - The Many Ways You Can Change Images/5. Image Pyramids - Another Way of Re-Sizing.vtt 2.4 kB
  • 3. Image Manipulations - The Many Ways You Can Change Images/10. Sharpening - Reverse Your Images Blurs.vtt 2.3 kB
  • 1. Course Introduction and Setup/7. Setting up our course materials (DOWNLOAD, SEE LINK BELOW).vtt 2.2 kB
  • 4. Image Segmentation - Extract Areas Specific Areas Of An Image Automatically/7. Circle Detection.html 1.8 kB
  • 1. Course Introduction and Setup/5.1 Guide to troubleshooting Issues with Mac installs.html 148 Bytes
  • [FCS Forum].url 133 Bytes
  • 7. Augmented Reality - Facial Landmark Identification (Filters, Swaps & Analysis)/2.1 Student Contribution of PY3 compatible version (Thanks to Vo!).html 132 Bytes
  • [FreeCourseSite.com].url 127 Bytes
  • [CourseClub.NET].url 123 Bytes

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