PDC4S:\IT\ROBOTICS\Computer Vision Courses\Master Computer Vision OpenCV Python
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01. Course Introduction and Setup
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02. Basics of Computer Vision and OpenCV
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03. Image Manipulations Processing
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04. Image Segmentation Contours
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05. Object Detection in OpenCV
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06. Object Detection - Build a Face, People and CarVehicle Detectors
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07. Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)
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08. Simple Machine Learning using OpenCV
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09. Object Tracking Motion Analysis
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10. Computational Photography Make a License Plate Reader
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11. Conclusion
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12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine
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13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks
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14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)
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15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras
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16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier
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17. BONUS - Build a Credit Card Number Reader
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18. BONUS - Neural Style Transfer with OpenCV
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19. BONUS - Object Detection - Use SSDs (Single Shot Detector) for Detecting Objects
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20. BONUS - Colorize Black and White Images
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