Image Processing using OpenCV from Zero to Hero, 8 Projects

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Image Processing using OpenCV from Zero to Hero, 8 Projects (Size: 1.9 GB)
  001 Bonus Lecture.html 1.9 KB
  001 Controlling Brightness in Videos.en.srt 7.5 KB
  001 Controlling Brightness in Videos.mp4 38.8 MB
  001 Download the Resources.html 921.6 B
  001 Load Display Save Image.en.srt 16.3 KB
  001 Load Display Save Image.mp4 72 MB
  001 Project Flow.en.srt 4.4 KB
  001 Project Flow.mp4 18.3 MB
  001 Real Time Face Detection with DNN and OpenCV.en.srt 4.3 KB
  001 Real Time Face Detection with DNN and OpenCV.mp4 25.8 MB
  001 Real Time Face Detection with OpenCV.en.srt 4.9 KB
  001 Real Time Face Detection with OpenCV.mp4 23.9 MB
  001 What will you Develop _.en.srt 2.2 KB
  001 What will you Develop _.mp4 11 MB
  001.PNG 487.4 KB
  002 Addition in Image.en.srt 9.4 KB
  002 Addition in Image.mp4 27.9 MB
  002 Average Blur & Convolution Process.en.srt 9.7 KB
  002 Average Blur & Convolution Process.mp4 26.2 MB
  002 Download Cascade Classifier.en.srt 3 KB
  002 Download Cascade Classifier.mp4 16.6 MB
  002 Face Detection with DNN Module.en.srt 2 KB
  002 Face Detection with DNN Module.mp4 6.8 MB
  002 Image Translation or Shifting.en.srt 11.7 KB
  002 Image Translation or Shifting.mp4 57.1 MB
  002 Line.en.srt 8 KB
  002 Line.mp4 30.8 MB
  002 Load Image and Flow.en.srt 5 KB
  002 Load Image and Flow.mp4 16.4 MB
  002 Load Image.en.srt 2.5 KB
  002 Load Image.mp4 8.5 MB
  002 Load and Display Video.en.srt 6.4 KB
  002 Load and Display Video.mp4 19 MB
  002 Masking Image.en.srt 1.9 KB
  002 Masking Image.mp4 9.2 MB
  002 Truth Table for AND, OR, NOT, XOR.en.srt 6.9 KB
  002 Truth Table for AND, OR, NOT, XOR.mp4 21.6 MB
  002 What is Pixel _.en.srt 5.1 KB
  002 What is Pixel _.mp4 21.7 MB
  002 What we will develop _.en.srt 1.9 KB
  002 What we will develop _.mp4 14.4 MB
  002.PNG 537.3 KB
  003 1_pixels.pdf 445.5 KB
  003 Bitwise AND.en.srt 8.2 KB
  003 Bitwise AND.mp4 25.6 MB
  003 Controlling Brightness in Image.en.srt 14.6 KB
  003 Controlling Brightness in Image.mp4 57.7 MB
  003 Convert image into grayscale.en.srt 2.2 KB
  003 Convert image into grayscale.mp4 11.8 MB
  003 Converting Color.en.srt 13.9 KB
  003 Converting Color.mp4 68.7 MB
  003 Frames Per Seconds (FPS) & Controlling FPS.en.srt 8.4 KB
  003 Frames Per Seconds (FPS) & Controlling FPS.mp4 48.3 MB
  003 Load Image and Cascade Classifier using OpenCV.en.srt 2.5 KB
  003 Load Image and Cascade Classifier using OpenCV.mp4 10.5 MB
  003 Load SSD ResNet 10 Caffe Model with OpenCV.en.srt 3.9 KB
  003 Load SSD ResNet 10 Caffe Model with OpenCV.mp4 13.4 MB
  003 OpenCV_ Average Blur.en.srt 7.3 KB
  003 OpenCV_ Average Blur.mp4 42.9 MB
  003 Preparing Mask Image.en.srt 8.4 KB
  003 Preparing Mask Image.mp4 32.2 MB
  003 Rectangle.en.srt 6.4 KB
  003 Rectangle.mp4 25.4 MB
  003 Rotating Image.en.srt 12.4 KB
  003 Rotating Image.mp4 66.1 MB
  003 Step-1, Face Detection_ Get Detections.en.srt 4.1 KB
  003 Step-1, Face Detection_ Get Detections.mp4 15.9 MB
  003 Subtraction in Image.en.srt 4.3 KB
  003 Subtraction in Image.mp4 14 MB
  003.PNG 185.1 KB
  004 Accessing Web Camera.en.srt 2.7 KB
  004 Accessing Web Camera.mp4 21.4 MB
  004 Accessing and Manipulate Pixels.en.srt 9.8 KB
  004 Accessing and Manipulate Pixels.mp4 49.7 MB
  004 Apply Gaussian Blur to Gray Scale Image.en.srt 3.2 KB
  004 Apply Gaussian Blur to Gray Scale Image.mp4 13.4 MB
  004 Apply Viola-Jone Framework (cascade classifier) to Image.en.srt 5.4 KB
  004 Apply Viola-Jone Framework (cascade classifier) to Image.mp4 23.7 MB
  004 Bitwise OR.en.srt 1.7 KB
  004 Bitwise OR.mp4 5.5 MB
  004 Blending Image Idea.en.srt 1.3 KB
  004 Blending Image Idea.mp4 3.7 MB
  004 Calculate Blob from Image.en.srt 2.2 KB
  004 Calculate Blob from Image.mp4 8.5 MB
  004 Cricle.en.srt 5 KB
  004 Cricle.mp4 23.9 MB
  004 Gaussian Blur.en.srt 6.8 KB
  004 Gaussian Blur.mp4 20.1 MB
  004 Masking Image using _mask_.en.srt 2.5 KB
  004 Masking Image using _mask_.mp4 13.6 MB
  004 Resizing Image.en.srt 7.5 KB
  004 Resizing Image.mp4 35.7 MB
  004 Step-1, Face Detection_ Select Faces using Confidence Score.en.srt 2.1 KB
  004 Step-1, Face Detection_ Select Faces using Confidence Score.mp4 9.1 MB
  005 Abstract Circles.en.srt 5 KB
  005 Abstract Circles.mp4 20.1 MB
  005 Bitwise NOT.en.srt 1.4 KB
  005 Bitwise NOT.mp4 6 MB
  005 Blending Image - OpenCV Python.en.srt 7.2 KB
  005 Blending Image - OpenCV Python.mp4 38.2 MB
  005 Divide Grayscale image and Gaussian Blur Image.en.srt 2.9 KB
  005 Divide Grayscale image and Gaussian Blur Image.mp4 17.7 MB
  005 Draw Bounding Box.en.srt 4.3 KB
  005 Draw Bounding Box.mp4 21.6 MB
  005 Example-2_ Mask image with different shape.en.srt 2.9 KB
  005 Example-2_ Mask image with different shape.mp4 16.5 MB
  005 Flipping Image.en.srt 3.2 KB
  005 Flipping Image.mp4 19.7 MB
  005 Get Face Detections Bounding Boxes from the DNN Model.en.srt 4.4 KB
  005 Get Face Detections Bounding Boxes from the DNN Model.mp4 13.5 MB
  005 OpenCV_ Gaussian Blur.en.srt 5.5 KB
  005 OpenCV_ Gaussian Blur.mp4 24.1 MB
  005 Stacking Multiple Web Cameras.en.srt 6.8 KB
  005 Stacking Multiple Web Cameras.mp4 49.5 MB
  005 Step-1, Face Detection_ Get the Bounding Box.en.srt 2.9 KB
  005 Step-1, Face Detection_ Get the Bounding Box.mp4 11.4 MB
  006 Adjust Gamma to Division Image.en.srt 5.8 KB
  006 Adjust Gamma to Division Image.mp4 28.1 MB
  006 Bitwise XOR.en.srt 2.5 KB
  006 Bitwise XOR.mp4 8.8 MB
  006 Bounding Box _ Set the threshold Confidence Score.en.srt 4.9 KB
  006 Bounding Box _ Set the threshold Confidence Score.mp4 24.6 MB
  006 Cropping Image.en.srt 3.6 KB
  006 Cropping Image.mp4 10.8 MB
  006 Example-3_ Masking _circle_ shape.en.srt 3.7 KB
  006 Example-3_ Masking _circle_ shape.mp4 20.9 MB
  006 Face Detection Function.en.srt 2.5 KB
  006 Face Detection Function.mp4 13.6 MB
  006 Median Blur.en.srt 6.7 KB
  006 Median Blur.mp4 30 MB
  006 Step-1, Face Detection_ Draw Rectangle Box.en.srt 1.6 KB
  006 Step-1, Face Detection_ Draw Rectangle Box.mp4 10.8 MB
  007 Bounding Box_ De-Normalize Bounding Box Co-ordinates.en.srt 3.2 KB
  007 Bounding Box_ De-Normalize Bounding Box Co-ordinates.mp4 15.6 MB
  007 OpenCV_ Median Blur for Salt Pepper Noise.en.srt 7.7 KB
  007 OpenCV_ Median Blur for Salt Pepper Noise.mp4 51.9 MB
  007 Pencil Sketch Function.en.srt 7.1 KB
  007 Pencil Sketch Function.mp4 39.2 MB
  007 Step-2, Create Mask Image.en.srt 3.8 KB
  007 Step-2, Create Mask Image.mp4 19.4 MB
  008 Bounding Box_ Draw Rectangle and Put Text (confidence score).en.srt 5.2 KB
  008 Bounding Box_ Draw Rectangle and Put Text (confidence score).mp4 32.1 MB
  008 GUI Control Panel.en.srt 8.6 KB
  008 GUI Control Panel.mp4 34.3 MB
  008 Step-3, Calculate Background and Foreground Image using Bitwise AND.en.srt 2.4 KB
  008 Step-3, Calculate Background and Foreground Image using Bitwise AND.mp4 14.7 MB
  009 Calibrate k-size to odd numbers.en.srt 5.5 KB
  009 Calibrate k-size to odd numbers.mp4 24.2 MB
  009 Create Face Detection Function.en.srt 2.1 KB
  009 Create Face Detection Function.mp4 14.5 MB
  009 Step-4, Blur the Faces.en.srt 2.2 KB
  009 Step-4, Blur the Faces.mp4 10.4 MB
  010 Calibrate Gamma to 0 to 1 Scale.en.srt 2.3 KB
  010 Calibrate Gamma to 0 to 1 Scale.mp4 10.1 MB
  010 Step-5, Addition Operation.en.srt 3.8 KB
  010 Step-5, Addition Operation.mp4 29.5 MB
  011 Pencil Sketch in Real Time.en.srt 5.9 KB
  011 Pencil Sketch in Real Time.mp4 54.3 MB
  032 2_image_transformation.pdf 721.4 KB
  038 3_arthematic_operations.pdf 156.7 KB
  047 4_Bitwiseoperations.pdf 406.7 KB
  053 5_Masking.pdf 364.3 KB
  060 6_SmootingFilters - Average Blur.pdf 657.5 KB
  062 8_SmootingFilters - Gaussian.pdf 584.9 KB
  064 6_SmootingFilters - Median.pdf 1.1 MB
  1_display_load_save-checkpoint.ipynb 3.7 KB
  1_display_load_save.ipynb 3.7 KB
  2_convert_color-checkpoint.ipynb 5.5 KB
  2_convert_color.ipynb 5.5 KB
  3_accesing_and_manipulate_pixels-checkpoint.ipynb 3.3 KB
  3_accesing_and_manipulate_pixels.ipynb 3.3 KB
  4_drawing-checkpoint.ipynb 4.5 KB
  4_drawing.ipynb 4.5 KB
  5_Working_on_Videos-checkpoint.ipynb 4.2 KB
  5_Working_on_Videos.ipynb 4.2 KB
  6_image_transformation-checkpoint.ipynb 7.2 KB
  6_image_transformation.ipynb 7.2 KB
  7_arithmetic_operations-checkpoint.ipynb 3.9 KB
  7_arithmetic_operations.ipynb 3.9 KB
  8_bitwise_operations-checkpoint.ipynb 6.4 KB
  8_bitwise_operations.ipynb 6.4 KB
  9_masking-checkpoint.ipynb 3.6 KB
  9_masking.ipynb 3.6 KB
  9_smoothing_filter-checkpoint.ipynb 4.1 KB
  9_smoothing_filter.ipynb 4.1 KB
  Automatic_Face_blur.ipynb 5.2 KB
  Automatic_Facial_Blur.pdf 421.1 KB
  Avengers-Endgame.png 2.9 MB
  Bonus Resources.txt 307.2 B
  GRAY.png 81.1 KB
  Get Bonus Downloads Here.url 204.8 B
  Project_Brightness-checkpoint.ipynb 3.9 KB
  Project_Brightness.ipynb 3.9 KB
  Project_Face-Detection-checkpoint.ipynb 3.3 KB
  Project_Face-Detection.ipynb 3.3 KB
  Working_on_Videos-checkpoint.ipynb 4.2 KB
  beach.jpg?042148 1.1 MB
  bird.jpg?042148 45.6 KB
  blend_1.jpg?042148 146.9 KB
  blend_2.jpg?042148 587.7 KB
  blending.jpg?042148 211.8 KB
  canvas.png 6.1 KB
  canvas_1.png 819.2 B
  car.jpg?042148 66.8 KB
  clip.mp4 5.7 MB
  deploy.prototxt.txt 27.4 KB
  ec4d1f21f96.jpg?042148 391.5 KB
  example.png 221.7 KB
  face.jpg?042148 60.5 KB
  face_detection_dnn-checkpoint.ipynb 4.2 KB
  face_detection_dnn.ipynb 4.2 KB
  faces.jpg?042148 201.3 KB
  flemingo.jpg?042148 32.6 KB
  flip_-1.png 221.7 KB
  flip_0.png 221.8 KB
  flip_1.png 221.6 KB
  friends.jpg?042148 548 KB
  haarcascade_frontalface_default.xml 908.3 KB
  happy_parents.jpg?042148 140.8 KB
  ironman.jpg?042148 26.2 KB
  pencil_sketch-checkpoint.ipynb 4.1 KB
  pencil_sketch.ipynb 4.1 KB
  pencil_sketch_flow.PNG 301.6 KB
  res10_300x300_ssd_iter_140000_fp16.caffemodel 5.1 MB
  rotate_-45.png 288.3 KB
  rotate_-90.png 359.5 KB
  rotate_180.png 222.1 KB
  rotate_45.png 296.7 KB
  rotate_90.png 357.7 KB
  sp_noise.jpg?042148 678.2 KB
  urls.txt 204.8 B
  ▲ 250 total files

Description


Image Processing using OpenCV from Zero to Hero, 8 Projects

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 87 lectures (5h 13m) | Size: 1.6 GB
Complete practical and project based learning on image processing with OpenCV Python
What you'll learn:
Learn OpenCV with Python
8 OpenCV Project
Image Processing with OpenCV
Image Translation
Smoothing Filters
Bitwise Operations and Masking
Convolution Process

Requirements
Anyone who are beginner to Python

Description
Welcome to "Image Processing using OpenCV from Zero to Hero" !!!

Image Processing is one of the areas of Data Science and has a wide variety of applications in the industries in the current world. Many industries looking for a Data Scientist with these skills. This course is completely project-based learning. Where you will do the project after completion of every module. Here I will cover the image processing from basics to advanced techniques including applied machine learning algorithms and models to images.

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