Скачать или смотреть Computer Vision Unit 4 (AL701) || RGPV 7th Semester || In One Shot ||

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In this video we cover all the topic is related to computer vision unit 4

Unit 1 :-    • Computer Vision Unit 1 (AL701) ||  RGPV 7t...  
Unit 2 :-    • Computer Vision Unit 2 (AL701) || RGPV 7th...  
Unit 3 :-    • Computer Vision Unit 3 (AL701) || RGPV 7th...  
Unit 5 :-    • Computer Vision Unit 5 (AL701) || RGPV 7th...  

NOTES : - https://drive.google.com/file/d/1Jxc4...

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Topics Covered in One-Shot:
1. Introduction to Image Gradients
2. First Order Derivative Filters
3. Second Order Derivative Filters,
4. Edge Detection
5. Image Segmentation and Recognition
6. Image Classification
7. Object detection


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Unit I: Introduction to computer vision, Introduction to images, Image Processing VS Computer Vision,
Problems in Computer Vision, Basic image operations, Mathematical operations on images: Datatype
Conversion, Contrast Enhancement, Brightness Enhancement, Bitwise operations: Different Bitwise

Unit II: Binary Image Processing, thresholding, Erosion / Dilation, Overview on Opening and Closing,
Connected Component Analysis, Contour Analysis

Unit III: Image Enhancement and Filtering, Color Spaces, Color Transforms, Histogram Equalization,
Advanced Histogram Equalization(CLAHE),Color Adjustment using Curves, Image Filtering: Introduction
to Image Filtering, What is Convolution, Image Smoothing:-Box Blur, Gaussian Blur, Median Blur

Unit IV: Introduction to Image Gradients: - First Order Derivative Filters, Second Order Derivative Filters,
Edge Detection, Image Segmentation and Recognition , Image Classification , Object detection

Unit V: Applications of Computer Vision: Gesture Recognition, Motion Estimation and Object Tracking,
face detection, Deep Learning with OpenCV