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Introduction of Image Processing
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NumPy and Image Basics
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01. Image Data
6:00
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02. Images & Numpy
14:00
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03. Numpy & Image Assessment Test
1:00
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Numpy & Image Basics Files
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Image Basics with OpenCV
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04. Introduction to OpenCV
2:00
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05. Reading Images
7:00
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06. Resize & Flip
8:00
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07. Saving Image File
3:00
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08. OpenCV Assignment
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OpenCV Files
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Drawing on Images
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1. Drawing on Images Part 1
11:00
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2. Drawing on Images Part 2
10:00
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3. Image Assessment Test
1:00
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Image Basic Assesment Files
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Image Processing
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01. Color Mapping
7:00
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Blending & Pasting Part 1
14:00
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03. Blending & Pasting Part 2
15:00
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04. Blending & Pasting Assessment
1:00
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Blending and Pasting Files
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05. Image Thresholding
17:00
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Image Thresholding Files
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06. Blurring & Smoothing
17:00
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07. Blurring & Smoothing Assessment
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Blurring & Smoothing Files
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08. Morphological Operators
16:00
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09. Morphological Operators Assessment
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Morphological Operators Files
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10. Image Gradients
10:00
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Gradients Files
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11. Image Histograms
15:00
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12. Image Processing Assessment
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Image Processing Assessment Files
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Object Detection
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01. Introduction to Object Detection
2:00
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02. Template Matching
21:00
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03. Corner Detection
17:00
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04. Edge Detection
9:00
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05. Grid Detection
9:00
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Object Detection Part 1 Files
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06. Contour Detection
12:00
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Contour Detection Files
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07. Feature Matching
12:00
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Feature Matching Files
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08. Watershed Algorithm Part 1
11:00
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09. Watershed Algorithm Part 2
20:00
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10. Image Segmentation Project
1:00
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Watershed Algorithm Files
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11. Face Detection
12:00
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12. Eye Detection
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13. Number Plate Blurring Project
1:00
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Object Detection Files
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Image Classification
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1. Ecomerce Products Classification Project
25:00
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Ecommerce Classification Notebook
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Ecommerce Dataset
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2. Image Classification Capstone Project
1:00
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