Complete Python Image Processing Masterclass
Udemy - Complete Python Image Processing Masterclass 2022-6
Responsible | Narodom Narodom.guy |
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Last Update | 17/06/2024 |
Completion Time | 19 minutes |
Members | 1 |
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1 - Introduction7Lessons · 4 min
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1 - Objectives Prerequisites and Audience.mp4
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2 - Course Content Walkthrough.mp4
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3 - The Scientific Python Ecosystem.mp4
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4 - What is Image Processing.mp4
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5 - Please do leave your feedback for the course.mp4
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6 - What is Computer Vision.mp4
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7 - What is scikitimage.mp4
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2 - Installation of Python 3 on a Windows Computer2Lessons ·
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9 - Installation of Python 3 on a Windows Computer.mp4
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10 - Verify the Python 3 environment on Windows OS.mp4
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3 - Python 3 on Raspberry Pi6Lessons ·
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11 - What is Raspberry Pi.mp4
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12 - Raspberry Pi OS Setup.mp4
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13 - VNC.mp4
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14 - Install IDLE3 on Raspberry Pi Raspbian.mp4
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15 - Python 3 on Raspberry Pi.mp4
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16 - Additional Software for Remote connection.mp4
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4 - Basics of Python 35Lessons ·
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17 - Hello World on Windows.mp4
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18 - Hello World on Raspberry Pi.mp4
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19 - Python 3 Interpreter vs Script Mode.mp4
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20 - IDLE.mp4
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21 - Raspberry Pi vs PC.mp4
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5 - Python Package Index and pip3Lessons ·
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22 - PyPI and pip.mp4
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23 - pip on Windows.mp4
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24 - pip on Raspberry Pi.mp4
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6 - Installing NumPy and Matplotlib2Lessons ·
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25 - Install NumPy and Matplotlib on Windows.mp4
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26 - Install NumPy and Matplotlib on Raspberry Pi.mp4
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7 - Jupyter Notebook for Scientific Computing6Lessons ·
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27 - Jupyter and IPython.mp4
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28 - Jupyter Installation on Windows.mp4
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29 - Jupyter Installation on Raspberry Pi.mp4
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30 - Install PuTTy on Windows.mp4
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31 - Connecting to the Remote Jupyter Notebook Server.mp4
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32 - A brief tour of Jupyter.mp4
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8 - Introduction to NumPy4Lessons ·
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34 - What is NumPy.mp4
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35 - Ndarrays Indexing and slicing.mp4
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36 - Ndarray Properties.mp4
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37 - NumPy Constants.mp4
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9 - Creating and visualizing NumPy Ndarrays4Lessons ·
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39 - Ones and Zeros.mp4
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40 - Matrices.mp4
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41 - What is Matplotlib.mp4
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42 - Numerical Ranges and Visualization.mp4
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10 - Random Sampling1Lessons ·
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43 - Generating Ndarrays with Random values.mp4
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11 - Ndarray Manipulation Routines1Lessons ·
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44 - Ndarray Manipulation Routines.mp4
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12 - Bitwise Operations1Lessons ·
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45 - Bitwise Operations.mp4
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13 - Statistical Functions in NumPy1Lessons ·
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46 - Statistical Functions in NumPy.mp4
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14 - NumPy and Matplotlib for Image Processing10Lessons · 5 min
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47 - Image Datasets for Practice.mp4
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48 - Pillow installation on Windows and Raspberry Pi.mp4
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49 - Reading Displaying and Saving Images with Matplotlib.mp4
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50 - Numpy for Images.mp4
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51 - Image Statistics.mp4
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52 - Image Masks.mp4
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53 - Image Channels.mp4
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54 - Arithmetic Operations.mp4
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55 - Logical Operations.mp4
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56 - Histograms with NumPy and Matplotlib.mp4
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15 - scikitimage installation on Windows and Raspberry Pi5Lessons ·
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57 - Install SciPy on Windows.mp4
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58 - Install SciPy on Raspberry Pi.mp4
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59 - scikitimage installation on Windows.mp4
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60 - 04-Scikit-image-installation-on-Raspberry-Pi.mp4
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60 - scikitimage installation on Raspberry Pi.mp4
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16 - Getting Started with scikitimage3Lessons ·
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62 - Getting Started.mp4
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63 - Shapes Shapes Shapes.mp4
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64 - Color Conversion.mp4
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17 - Transformations Thresholding and Histogram Equalization3Lessons ·
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65 - Thresholding.mp4
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66 - Transformations.mp4
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67 - Histogram Equalization.mp4
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18 - Filters in scikitimage3Lessons ·
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68 - Filters Part 1.mp4
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69 - Filters Part 2.mp4
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70 - Filters Part 3.mp4
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19 - Morphology and Image Restoration2Lessons ·
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71 - Morphology.mp4
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72 - Image Restoration.mp4
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20 - Noise and Noise Reduction1Lessons ·
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73 - Noise.mp4
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21 - Feature Detection2Lessons · 7 min
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75 - Canny Edge Detector.mp4
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76 - Harris Corner Detection.mp4
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22 - Segmentation7Lessons ·
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77 - SLIC Segmentation.mp4
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78 - Region Boundary based RAGs.mp4
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79 - Watershed.mp4
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80 - More Watershed.mp4
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81 - Compact Watershed.mp4
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82 - Draw RAGs.mp4
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83 - Compare Segmentation Methods.mp4
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23 - Advanced Operations on Image4Lessons · 3 min
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84 - Tinting Greyscale Images.mp4
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85 - Contours.mp4
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86 - Convex Hull.mp4
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87 - Skeletonization.mp4
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24 - More Scikitimage10Lessons ·
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88 - Image as Blocks.mp4
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89 - Immunohistochemistry.mp4
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90 - interpolation Edge Modes.mp4
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91 - Scaling.mp4
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92 - Structural Similarity index.mp4
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93 - Phase unwrapping.mp4
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94 - Histogram Oriented gradients.mp4
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95 - Template Matching.mp4
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96 - Peaks and Holes.mp4
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97 - CENSURE.mp4
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