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/.../19. BONUS - Object Detection - Use SSDs (Single Shot Detector) for Detecting Objects/
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Visit Coursedrive.org.url
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Course Downloaded from coursedrive.org.txt
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/Master Computer Vision OpenCV4 in Python with Deep Learning/
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ReadMe.txt
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Visit Coursedrive.org.url
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/.../1. Course Introduction and Setup/
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1. Introduction.mp4
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2. Introduction to Computer Vision and OpenCV.mp4
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3. About this course.mp4
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4. READ THIS - Guide to installing and setting up your OpenCV4.0.1 Virtual Machine.html
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4.1 Download your OpenCV4 Virtual Machine HERE.html
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5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.mp4
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9. Set up course materials (DOWNLOAD LINK BELOW) - Not needed if using the new VM.mp4
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Must Read.txt
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Visit Coursedrive.org.url
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/.../9.1 MasteringComputerVision_V1.03/Master OpenCV/
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Beginning Tips.ipynb
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Lecture 2.4 - Reading, writing and displaying images.ipynb
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Lecture 2.5 - Grayscaling.ipynb
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Lecture 2.6 - Color Spaces.ipynb
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Lecture 3.12 - Dilation, Erosion, Opening and Closing.ipynb
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Lecture 5.5 - SIFT, SURF, FAST, BRIEF & ORB.ipynb
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Lecture 8.3 - Mini Project # 10 Face Recognition – Unlock Your Computer With Your Face!.ipynb
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/.../9.1 MasteringComputerVision_V1.03/Master OpenCV/Lectures/
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Lecture Notes - Master OpenCV in Python.pdf
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/.../2. Basics of Computer Vision and OpenCV/
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1. What are Images.mp4
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2. How are Images Formed.mp4
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3. Storing Images on Computers.mp4
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4. Getting Started with OpenCV - A Brief OpenCV Intro.mp4
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5. Grayscaling - Converting Color Images To Shades of Gray.mp4
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5. Grayscaling - Converting Color Images To Shades of Gray.vtt
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6. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.mp4
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6. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.vtt
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7. Histogram representation of Images - Visualizing the Components of Images.mp4
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/.../3. Image Manipulations Processing/
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1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.mp4
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2. Image Translations - Moving Images Up, Down. Left And Right.mp4
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3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.mp4
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3. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.vtt
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4. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.mp4
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9. Blurring - The Many Ways We Can Blur Images Why Its Important.mp4
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12. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.mp4
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14. Perspective Affine Transforms - Take An Off Angle Shot Make It Look Top Down.mp4
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15. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.mp4
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15. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.vtt
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/.../4. Image Segmentation Contours/
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1. Segmentation and Contours - Extract Defined Shapes In Your Image.mp4
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5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle Stars).mp4
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13.8 MB
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5. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle Stars).vtt
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7.3 KB
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6. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.mp4
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18.5 MB
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6. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.vtt
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8.3 KB
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7. Circle Detection.html
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1.8 KB
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8. Blob Detection - Detect The Center of Flowers.mp4
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7.9 MB
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8. Blob Detection - Detect The Center of Flowers.vtt
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4.6 KB
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9. Mini Project 3 - Counting Circles and Ellipses.mp4
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14.9 MB
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9. Mini Project 3 - Counting Circles and Ellipses.vtt
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8.0 KB
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/.../5. Object Detection in OpenCV/
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1. Object Detection Overview.mp4
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7.7 MB
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1. Object Detection Overview.vtt
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4.5 KB
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2. Mini Project 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).mp4
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7.6 MB
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2. Mini Project 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).vtt
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4.0 KB
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3. Feature Description Theory - How We Digitally Represent Objects.mp4
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9.3 MB
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3. Feature Description Theory - How We Digitally Represent Objects.vtt
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6.7 KB
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4. Finding Corners - Why Corners In Images Are Important to Object Detection.mp4
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15.5 MB
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4. Finding Corners - Why Corners In Images Are Important to Object Detection.vtt
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9.4 KB
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5. SIFT, SURF, FAST, BRIEF ORB - Learn The Different Ways To Get Image Features.mp4
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26.7 MB
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5. SIFT, SURF, FAST, BRIEF ORB - Learn The Different Ways To Get Image Features.vtt
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13.7 KB
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6. Mini Project 5 - Object Detection - Detect A Specific Object Using Your Webcam.mp4
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45.6 MB
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6. Mini Project 5 - Object Detection - Detect A Specific Object Using Your Webcam.vtt
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19.8 KB
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7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.mp4
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20.9 MB
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7. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.vtt
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10.6 KB
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/.../6. Object Detection - Build a Face, People and CarVehicle Detectors/
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1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why Theyre Amazing.mp4
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10.6 MB
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1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why Theyre Amazing.vtt
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7.1 KB
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2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.mp4
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26.2 MB
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2. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.vtt
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14.8 KB
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3. Mini Project 6 - Car and Pedestrian Detection in Videos.mp4
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16.0 MB
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3. Mini Project 6 - Car and Pedestrian Detection in Videos.vtt
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9.3 KB
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ReadMe.txt
|
0.5 KB
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Visit Coursedrive.org.url
|
0.1 KB
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/.../7. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)/
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1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.mp4
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29.7 MB
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1. Face Analysis and Filtering - Identify Face Outline, Lips, Eyes Even Eyebrows.vtt
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15.1 KB
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2. Merging Faces (Face Swaps) - Combine Two Faces For Fun Sometimes Scary Results.mp4
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30.1 MB
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2. Merging Faces (Face Swaps) - Combine Two Faces For Fun Sometimes Scary Results.vtt
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12.8 KB
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2.1 Student Contribution of PY3 compatible version (Thanks to Vo).html
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0.1 KB
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3. Mini Project 7 - Live Face Swapper (like MSQRD Snapchat filters).mp4
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15.2 MB
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3. Mini Project 7 - Live Face Swapper (like MSQRD Snapchat filters).vtt
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8.1 KB
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4. Mini Project 8 - Yawn Detector and Counter.mp4
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31.4 MB
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4. Mini Project 8 - Yawn Detector and Counter.vtt
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10.6 KB
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/.../8. Simple Machine Learning using OpenCV/
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1. Machine Learning Overview - What Is It Why Its Important to Computer Vision.mp4
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17.0 MB
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1. Machine Learning Overview - What Is It Why Its Important to Computer Vision.vtt
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11.9 KB
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2. Mini Project 9 - Handwritten Digit Classification.mp4
|
63.5 MB
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2. Mini Project 9 - Handwritten Digit Classification.vtt
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26.4 KB
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3. Mini Project 10 - Facial Recognition - Make Your Computer Recognize You.mp4
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33.5 MB
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3. Mini Project 10 - Facial Recognition - Make Your Computer Recognize You.vtt
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15.6 KB
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/.../9. Object Tracking Motion Analysis/
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1. Filtering by Color.mp4
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19.6 MB
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1. Filtering by Color.vtt
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8.0 KB
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2. Background Subtraction and Foreground Subtraction.mp4
|
31.0 MB
|
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2. Background Subtraction and Foreground Subtraction.vtt
|
9.2 KB
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3. Using Meanshift for Object Tracking.mp4
|
15.2 MB
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3. Using Meanshift for Object Tracking.vtt
|
6.4 KB
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4. Using CAMshift for Object Tracking.mp4
|
10.4 MB
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4. Using CAMshift for Object Tracking.vtt
|
5.3 KB
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5. Optical Flow - Track Moving Objects In Videos.mp4
|
20.8 MB
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5. Optical Flow - Track Moving Objects In Videos.vtt
|
9.5 KB
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6. Mini Project 11 - Ball Tracking.mp4
|
14.9 MB
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6. Mini Project 11 - Ball Tracking.vtt
|
6.5 KB
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ReadMe.txt
|
0.5 KB
|
|
Visit Coursedrive.org.url
|
0.1 KB
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/.../10. Computational Photography Make a License Plate Reader/
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1. Mini Project 12 - Photo-Restoration.mp4
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15.4 MB
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1. Mini Project 12 - Photo-Restoration.vtt
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8.4 KB
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2. Mini Project 13 - Automatic Number-Plate Recognition (ALPR).html
|
0.9 KB
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/.../2.1 Lecture11.1 Automatic Number-Plate Recognition/
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Lecture11.1 Automatic Number-Plate Recognition.ipynb
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7.7 KB
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/.../2.1 Lecture11.1 Automatic Number-Plate Recognition/images/
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car3.jpg
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21.6 KB
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/11. Conclusion/
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1. Course Summary and how to become an Expert.mp4
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4.4 MB
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1. Course Summary and how to become an Expert.vtt
|
4.1 KB
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1.1 ResearchPapersandURLS.pdf.pdf
|
99.0 KB
|
|
2. Latest Advances, 12 Startup Ideas Implementing Computer VIsion in Mobile Apps.mp4
|
16.4 MB
|
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2. Latest Advances, 12 Startup Ideas Implementing Computer VIsion in Mobile Apps.vtt
|
9.6 KB
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/.../12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/
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1. Setup your Deep Learning Virtual Machine.mp4
|
81.2 MB
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1. Setup your Deep Learning Virtual Machine.vtt
|
12.7 KB
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|
1.1 DeepLearningCV_MOCV.tar.gz.gz
|
142.0 MB
|
|
1.2 Download VirtualBox.html
|
0.1 KB
|
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1.3 Deep Learning Computer Vision OCV.pdf.pdf
|
27.9 MB
|
|
1.4 Download Your Deep Learning Virtual Machine HERE.html
|
0.1 KB
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2. Intro to Handwritten Digit Classification (MNIST).mp4
|
70.6 MB
|
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2. Intro to Handwritten Digit Classification (MNIST).vtt
|
7.2 KB
|
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3. Intro to Multiple Image Classification (CIFAR10).mp4
|
28.7 MB
|
|
3. Intro to Multiple Image Classification (CIFAR10).vtt
|
3.9 KB
|
|
ReadMe.txt
|
0.5 KB
|
|
Visit Coursedrive.org.url
|
0.1 KB
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/.../13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/
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|
1. Neural Networks Chapter Overview.mp4
|
8.2 MB
|
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1. Neural Networks Chapter Overview.vtt
|
1.9 KB
|
|
2. Machine Learning Overview.mp4
|
54.8 MB
|
|
2. Machine Learning Overview.vtt
|
54.8 MB
|
|
3. Neural Networks Explained.mp4
|
24.5 MB
|
|
3. Neural Networks Explained.vtt
|
4.8 KB
|
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4. Forward Propagation.mp4
|
66.4 MB
|
|
4. Forward Propagation.vtt
|
10.1 KB
|
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5. Activation Functions.mp4
|
62.6 MB
|
|
5. Activation Functions.vtt
|
10.4 KB
|
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6. Training Part 1 Loss Functions.mp4
|
61.3 MB
|
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6. Training Part 1 Loss Functions.vtt
|
10.7 KB
|
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7. Training Part 2 Backpropagation and Gradient Descent.mp4
|
76.2 MB
|
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7. Training Part 2 Backpropagation and Gradient Descent.vtt
|
12.0 KB
|
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8. Backpropagation Learning Rates A Worked Example.mp4
|
104.7 MB
|
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8. Backpropagation Learning Rates A Worked Example.vtt
|
15.9 KB
|
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9. Regularization, Overfitting, Generalization and Test Datasets.mp4
|
124.1 MB
|
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9. Regularization, Overfitting, Generalization and Test Datasets.vtt
|
18.8 KB
|
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10. Epochs, Iterations and Batch Sizes.mp4
|
27.4 MB
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10. Epochs, Iterations and Batch Sizes.vtt
|
4.4 KB
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11. Measuring Performance and the Confusion Matrix.mp4
|
54.6 MB
|
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11. Measuring Performance and the Confusion Matrix.vtt
|
8.8 KB
|
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12. Review and Best Practices.mp4
|
28.5 MB
|
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12. Review and Best Practices.vtt
|
5.3 KB
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/.../14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/
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|
1. Convolutional Neural Networks Chapter Overview.mp4
|
5.4 MB
|
|
1. Convolutional Neural Networks Chapter Overview.vtt
|
1.3 KB
|
|
2. Introduction to Convolutional Neural Networks (CNNs).mp4
|
38.5 MB
|
|
2. Introduction to Convolutional Neural Networks (CNNs).vtt
|
6.6 KB
|
|
3. Convolutions Image Features.mp4
|
107.4 MB
|
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3. Convolutions Image Features.vtt
|
15.7 KB
|
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4. Depth, Stride and Padding.mp4
|
48.8 MB
|
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4. Depth, Stride and Padding.vtt
|
8.4 KB
|
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5. ReLU.mp4
|
11.4 MB
|
|
5. ReLU.vtt
|
2.3 KB
|
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6. Pooling.mp4
|
30.2 MB
|
|
6. Pooling.vtt
|
5.8 KB
|
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7. The Fully Connected Layer.mp4
|
14.5 MB
|
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7. The Fully Connected Layer.vtt
|
2.8 KB
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8. Training CNNs.mp4
|
28.4 MB
|
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8. Training CNNs.vtt
|
3.8 KB
|
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9. Designing Your Own CNN.mp4
|
25.5 MB
|
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9. Designing Your Own CNN.vtt
|
4.9 KB
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/.../15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/
|
|
1. Introduction to Keras Tensorflow.mp4
|
5.9 MB
|
|
1. Introduction to Keras Tensorflow.vtt
|
1.2 KB
|
|
2. Building a CNN in Keras.mp4
|
77.3 MB
|
|
2. Building a CNN in Keras.vtt
|
16.2 KB
|
|
3. Building a Handwriting Recognition CNN.mp4
|
11.7 MB
|
|
3. Building a Handwriting Recognition CNN.vtt
|
2.3 KB
|
|
4. Loading Our Data.mp4
|
55.5 MB
|
|
4. Loading Our Data.vtt
|
7.7 KB
|
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5. Getting our data in Shape.mp4
|
35.5 MB
|
|
5. Getting our data in Shape.vtt
|
5.3 KB
|
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6. Hot One Encoding.mp4
|
19.1 MB
|
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6. Hot One Encoding.vtt
|
3.6 KB
|
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7. Building Compiling Our Model.mp4
|
38.0 MB
|
|
7. Building Compiling Our Model.vtt
|
4.9 KB
|
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8. Training Our Classifier.mp4
|
42.8 MB
|
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8. Training Our Classifier.vtt
|
6.6 KB
|
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9. Plotting Loss and Accuracy Charts.mp4
|
26.8 MB
|
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9. Plotting Loss and Accuracy Charts.vtt
|
4.2 KB
|
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10. Saving and Loading Your Model.mp4
|
31.0 MB
|
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10. Saving and Loading Your Model.vtt
|
4.0 KB
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11. Displaying Your Model Visually.mp4
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26.7 MB
|
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11. Displaying Your Model Visually.vtt
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3.9 KB
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12. Building a Simple Image Classifier using CIFAR10.mp4
|
78.0 MB
|
|
12. Building a Simple Image Classifier using CIFAR10.vtt
|
78.0 MB
|
|
ReadMe.txt
|
0.5 KB
|
|
Visit Coursedrive.org.url
|
0.1 KB
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/.../16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/
|
|
1. Data Augmentation Chapter Overview.mp4
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4.1 MB
|
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1. Data Augmentation Chapter Overview.vtt
|
1.4 KB
|
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2. Splitting Data into Test and Training Datasets.mp4
|
108.8 MB
|
|
2. Splitting Data into Test and Training Datasets.vtt
|
12.7 KB
|
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3. Train a Cats vs. Dogs Classifier.mp4
|
47.0 MB
|
|
3. Train a Cats vs. Dogs Classifier.vtt
|
5.6 KB
|
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4. Boosting Accuracy with Data Augmentation.mp4
|
45.6 MB
|
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4. Boosting Accuracy with Data Augmentation.vtt
|
6.9 KB
|
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5. Types of Data Augmentation.mp4
|
55.0 MB
|
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5. Types of Data Augmentation.vtt
|
7.5 KB
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/.../17. BONUS - Build a Credit Card Number Reader/
|
|
1. Step 1 - Creating a Credit Card Number Dataset.html
|
12.6 KB
|
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1.2 26.Credit-Card.tar.gz.gz
|
14.0 MB
|
|
2. Step 2 - Training Our Model.html
|
4.8 KB
|
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3. Step 3 - Extracting A Credit Card from the Background.html
|
8.2 KB
|
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4. Step 4 - Use our Model to Identify the Digits Display it onto our Credit Card.html
|
4.2 KB
|
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/.../Credit-Card Number Identification/
|
|
Credit Card Reader.ipynb
|
17.3 KB
|
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credit_card_color.jpg
|
47.5 KB
|
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credit_card_extracted_digits.jpg
|
10.2 KB
|
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creditcard_digits1.jpg
|
17.5 KB
|
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creditcard_digits2.jpg
|
11.3 KB
|
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test_card.jpg
|
45.9 KB
|
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/.../18. BONUS - Neural Style Transfer with OpenCV/
|
|
1. Perform Neural Style Transfer Using OpenCV4.html
|
4.9 KB
|
|
1.1 NeuralStyleTransfer.tar.gz.gz
|
126.7 MB
|
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/.../20. BONUS - Colorize Black and White Images/
|
|
1. Colorizing Black and White Images Using Caffe.html
|
6.6 KB
|
|
1.1 colorize.tar.gz.gz
|
120.1 MB
|
|
ReadMe.txt
|
0.5 KB
|
|
Visit Coursedrive.org.url
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0.1 KB
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Total files 471
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