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[ FreeCourseWeb com ] Udemy - Image Processing using OpenCV from Zero to Hero, 8 Projects
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01 Introduction
001 Load Display Save Image.en.srt
001 Load Display Save Image.mp4
002 What is Pixel _.en.srt
002 What is Pixel _.mp4
003 1_pixels.pdf
003 Converting Color.en.srt
003 Converting Color.mp4
004 Accessing and Manipulate Pixels.en.srt
004 Accessing and Manipulate Pixels.mp4
01_Image_Basics
1_display_load_save.ipynb
2_convert_color.ipynb
3_accesing_and_manipulate_pixels.ipynb
images
bird.jpg
flemingo.jpg
ipynb_checkpoints
1_display_load_save-checkpoint.ipynb
2_convert_color-checkpoint.ipynb
3_accesing_and_manipulate_pixels-checkpoint.ipynb
output
GRAY.png
02 Drawing
001 Download the Resources.html
002 Line.en.srt
002 Line.mp4
003 Rectangle.en.srt
003 Rectangle.mp4
004 Cricle.en.srt
004 Cricle.mp4
005 Abstract Circles.en.srt
005 Abstract Circles.mp4
02_Drawings
4_drawing.ipynb
ipynb_checkpoints
4_drawing-checkpoint.ipynb
output
canvas.png
canvas_1.png
03 Working on Videos
001 Download the Resources.html
002 Load and Display Video.en.srt
002 Load and Display Video.mp4
003 Frames Per Seconds (FPS) & Controlling FPS.en.srt
003 Frames Per Seconds (FPS) & Controlling FPS.mp4
004 Accessing Web Camera.en.srt
004 Accessing Web Camera.mp4
005 Stacking Multiple Web Cameras.en.srt
005 Stacking Multiple Web Cameras.mp4
03_Working_on_Videos
5_Working_on_Videos.ipynb
data
clip.mp4
ipynb_checkpoints
5_Working_on_Videos-checkpoint.ipynb
Working_on_Videos-checkpoint.ipynb
04 Project -1_ Face Detection with OpenCV
001 Download the Resources.html
002 Download Cascade Classifier.en.srt
002 Download Cascade Classifier.mp4
003 Load Image and Cascade Classifier using OpenCV.en.srt
003 Load Image and Cascade Classifier using OpenCV.mp4
004 Apply Viola-Jone Framework (cascade classifier) to Image.en.srt
004 Apply Viola-Jone Framework (cascade classifier) to Image.mp4
005 Draw Bounding Box.en.srt
005 Draw Bounding Box.mp4
006 Face Detection Function.en.srt
006 Face Detection Function.mp4
Project_FaceDetection_with_opencv
Project_Face-Detection.ipynb
faces.jpg
ipynb_checkpoints
Project_Face-Detection-checkpoint.ipynb
model
haarcascade_frontalface_default.xml
05 Project -2_ Real Time Face Detection with OpenCV
001 Real Time Face Detection with OpenCV.en.srt
001 Real Time Face Detection with OpenCV.mp4
06 Project -3_ Face Detection with Deep Neural Network (DNN) OpenCV
001 Download the Resources.html
002 Face Detection with DNN Module.en.srt
002 Face Detection with DNN Module.mp4
003 Load SSD ResNet 10 Caffe Model with OpenCV.en.srt
003 Load SSD ResNet 10 Caffe Model with OpenCV.mp4
004 Calculate Blob from Image.en.srt
004 Calculate Blob from Image.mp4
005 Get Face Detections Bounding Boxes from the DNN Model.en.srt
005 Get Face Detections Bounding Boxes from the DNN Model.mp4
006 Bounding Box _ Set the threshold Confidence Score.en.srt
006 Bounding Box _ Set the threshold Confidence Score.mp4
007 Bounding Box_ De-Normalize Bounding Box Co-ordinates.en.srt
007 Bounding Box_ De-Normalize Bounding Box Co-ordinates.mp4
008 Bounding Box_ Draw Rectangle and Put Text (confidence score).en.srt
008 Bounding Box_ Draw Rectangle and Put Text (confidence score).mp4
009 Create Face Detection Function.en.srt
009 Create Face Detection Function.mp4
Project_FaceDetection_with_DNN_opencv
face_detection_dnn.ipynb
faces.jpg
ipynb_checkpoints
face_detection_dnn-checkpoint.ipynb
models
deploy.prototxt.txt
res10_300x300_ssd_iter_140000_fp16.caffemodel
urls.txt
07 Project-4_ Real Time Face Detection with DNN OpenCV
001 Real Time Face Detection with DNN and OpenCV.en.srt
001 Real Time Face Detection with DNN and OpenCV.mp4
08 Image Transformations
001 Download the Resources.html
002 Image Translation or Shifting.en.srt
002 Image Translation or Shifting.mp4
003 Rotating Image.en.srt
003 Rotating Image.mp4
004 Resizing Image.en.srt
004 Resizing Image.mp4
005 Flipping Image.en.srt
005 Flipping Image.mp4
006 Cropping Image.en.srt
006 Cropping Image.mp4
032 2_image_transformation.pdf
04_Image_transformations
6_image_transformation.ipynb
images
bird.jpg
flemingo.jpg
ipynb_checkpoints
6_image_transformation-checkpoint.ipynb
output
001.PNG
002.PNG
003.PNG
example.png
flemingo.jpg
flip_-1.png
flip_0.png
flip_1.png
rotate_-45.png
rotate_-90.png
rotate_180.png
rotate_45.png
rotate_90.png
09 Arithmetic Operations in Images
001 Download the Resources.html
002 Addition in Image.en.srt
002 Addition in Image.mp4
003 Subtraction in Image.en.srt
003 Subtraction in Image.mp4
004 Blending Image Idea.en.srt
004 Blending Image Idea.mp4
005 Blending Image - OpenCV Python.en.srt
005 Blending Image - OpenCV Python.mp4
038 3_arthematic_operations.pdf
05_Arithmetic_Operations
7_arithmetic_operations.ipynb
images
blend_1.jpg
blend_2.jpg
car.jpg
ipynb_checkpoints
7_arithmetic_operations-checkpoint.ipynb
output
blending.jpg
10 Project - 5_ Controlling Brightness of Image with GUI using OpenCV
001 Download the Resources.html
002 What we will develop _.en.srt
002 What we will develop _.mp4
003 Controlling Brightness in Image.en.srt
003 Controlling Brightness in Image.mp4
Project_Controlling_brightness_with_GUI_using_opencv
Project_Brightness.ipynb
images
car.jpg
clip.mp4
ipynb_checkpoints
Project_Brightness-checkpoint.ipynb
11 Project - 6_ Real Time Brightness Control with GUI using OpenCV
001 Controlling Brightness in Videos.en.srt
001 Controlling Brightness in Videos.mp4
12 Bitwise Operations
001 Download the Resources.html
002 Truth Table for AND, OR, NOT, XOR.en.srt
002 Truth Table for AND, OR, NOT, XOR.mp4
003 Bitwise AND.en.srt
003 Bitwise AND.mp4
004 Bitwise OR.en.srt
004 Bitwise OR.mp4
005 Bitwise NOT.en.srt
005 Bitwise NOT.mp4
006 Bitwise XOR.en.srt
006 Bitwise XOR.mp4
047 4_Bitwiseoperations.pdf
06_Bitwise_operations
8_bitwise_operations.ipynb
ipynb_checkpoints
8_bitwise_operations-checkpoint.ipynb
9_masking-checkpoint.ipynb
13 Masking
001 Download the Resources.html
002 Masking Image.en.srt
002 Masking Image.mp4
003 Preparing Mask Image.en.srt
003 Preparing Mask Image.mp4
004 Masking Image using _mask_.en.srt
004 Masking Image using _mask_.mp4
005 Example-2_ Mask image with different shape.en.srt
005 Example-2_ Mask image with different shape.mp4
006 Example-3_ Masking _circle_ shape.en.srt
006 Example-3_ Masking _circle_ shape.mp4
053 5_Masking.pdf
07_Masking
9_masking.ipynb
images
beach.jpg
14 Smoothing Filters
001 Download the Resources.html
002 Average Blur & Convolution Process.en.srt
002 Average Blur & Convolution Process.mp4
003 OpenCV_ Average Blur.en.srt
003 OpenCV_ Average Blur.mp4
004 Gaussian Blur.en.srt
004 Gaussian Blur.mp4
005 OpenCV_ Gaussian Blur.en.srt
005 OpenCV_ Gaussian Blur.mp4
006 Median Blur.en.srt
006 Median Blur.mp4
007 OpenCV_ Median Blur for Salt Pepper Noise.en.srt
007 OpenCV_ Median Blur for Salt Pepper Noise.mp4
060 6_SmootingFilters - Average Blur.pdf
062 8_SmootingFilters - Gaussian.pdf
064 6_SmootingFilters - Median.pdf
08_Smoothing_filters
9_smoothing_filter.ipynb
images
beach.jpg
ec4d1f21f96.jpg
face.jpg
sp_noise.jpg
ipynb_checkpoints
9_smoothing_filter-checkpoint.ipynb
15 Project-7_ Pencil Sketch Image in Real Time
001 What will you Develop _.en.srt
001 What will you Develop _.mp4
002 Load Image and Flow.en.srt
002 Load Image and Flow.mp4
003 Convert image into grayscale.en.srt
003 Convert image into grayscale.mp4
004 Apply Gaussian Blur to Gray Scale Image.en.srt
004 Apply Gaussian Blur to Gray Scale Image.mp4
005 Divide Grayscale image and Gaussian Blur Image.en.srt
005 Divide Grayscale image and Gaussian Blur Image.mp4
006 Adjust Gamma to Division Image.en.srt
006 Adjust Gamma to Division Image.mp4
007 Pencil Sketch Function.en.srt
007 Pencil Sketch Function.mp4
008 GUI Control Panel.en.srt
008 GUI Control Panel.mp4
009 Calibrate k-size to odd numbers.en.srt
009 Calibrate k-size to odd numbers.mp4
010 Calibrate Gamma to 0 to 1 Scale.en.srt
010 Calibrate Gamma to 0 to 1 Scale.mp4
011 Pencil Sketch in Real Time.en.srt
011 Pencil Sketch in Real Time.mp4
Project_Pencil_sketch_GUI
images
Avengers-Endgame.png
friends.jpg
ironman.jpg
pencil_sketch_flow.PNG
ipynb_checkpoints
pencil_sketch-checkpoint.ipynb
pencil_sketch.ipynb
16 Project - 8_ Automatic Facial Blur
001 Project Flow.en.srt
001 Project Flow.mp4
002 Load Image.en.srt
002 Load Image.mp4
003 Step-1, Face Detection_ Get Detections.en.srt
003 Step-1, Face Detection_ Get Detections.mp4
004 Step-1, Face Detection_ Select Faces using Confidence Score.en.srt
004 Step-1, Face Detection_ Select Faces using Confidence Score.mp4
005 Step-1, Face Detection_ Get the Bounding Box.en.srt
005 Step-1, Face Detection_ Get the Bounding Box.mp4
006 Step-1, Face Detection_ Draw Rectangle Box.en.srt
006 Step-1, Face Detection_ Draw Rectangle Box.mp4
007 Step-2, Create Mask Image.en.srt
007 Step-2, Create Mask Image.mp4
008 Step-3, Calculate Background and Foreground Image using Bitwise AND.en.srt
008 Step-3, Calculate Background and Foreground Image using Bitwise AND.mp4
009 Step-4, Blur the Faces.en.srt
009 Step-4, Blur the Faces.mp4
010 Step-5, Addition Operation.en.srt
010 Step-5, Addition Operation.mp4
Project_Automatic_Face_Blur
Automatic_Face_blur.ipynb
Automatic_Facial_Blur.pdf
images
happy_parents.jpg
model
deploy.prototxt.txt
res10_300x300_ssd_iter_140000_fp16.caffemodel
urls.txt
17 BONUS
001 Bonus Lecture.html
Bonus Resources.txt
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