├── Images ├── Color_balls.png ├── Concat Scoring Function.png ├── Decoder.png ├── Detailed Scoring Function.png ├── Encoder.png ├── LSTM.png ├── Machine Translation.png ├── Object Detection and Tracking.gif ├── Readme.md ├── Text Summarization.png ├── Transformer.png ├── chess.jpg ├── computer_vision.jpg ├── dog.jpg ├── dog_2.jpg ├── evolution.jpg ├── face_bbg.png ├── face_eyes.jpg ├── flower.jpg ├── hampi_stairs.jpg ├── hand.jpg ├── imageSegmentation.jpg ├── light_house.jpeg ├── light_house_2.jpg ├── may_mus.png ├── mucha2.png ├── mustache.png ├── myface.png ├── pooling.png ├── space.jpg ├── sunglasses_4.png ├── team.jpg ├── vgg-16.png └── yolo_mod.jpg ├── ReadMe.md └── computer-vision-basics ├── Computer-Vision-Basics-Part-I.ipynb ├── Computer-Vision-Basics-Part-II.ipynb ├── Computer-Vision-Basics-Part-III.ipynb ├── Computer-Vision-Basics-Part-IV.ipynb └── ReadMe.md /Images/Color_balls.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mayurji/Computer-Vision/8b2c4fc1faa50bef9490695a8bb1f74aabb76a4f/Images/Color_balls.png -------------------------------------------------------------------------------- /Images/Concat Scoring Function.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mayurji/Computer-Vision/8b2c4fc1faa50bef9490695a8bb1f74aabb76a4f/Images/Concat Scoring Function.png -------------------------------------------------------------------------------- /Images/Decoder.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mayurji/Computer-Vision/8b2c4fc1faa50bef9490695a8bb1f74aabb76a4f/Images/Decoder.png -------------------------------------------------------------------------------- /Images/Detailed Scoring Function.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mayurji/Computer-Vision/8b2c4fc1faa50bef9490695a8bb1f74aabb76a4f/Images/Detailed Scoring Function.png -------------------------------------------------------------------------------- /Images/Encoder.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mayurji/Computer-Vision/8b2c4fc1faa50bef9490695a8bb1f74aabb76a4f/Images/Encoder.png -------------------------------------------------------------------------------- /Images/LSTM.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mayurji/Computer-Vision/8b2c4fc1faa50bef9490695a8bb1f74aabb76a4f/Images/LSTM.png -------------------------------------------------------------------------------- /Images/Machine Translation.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mayurji/Computer-Vision/8b2c4fc1faa50bef9490695a8bb1f74aabb76a4f/Images/Machine Translation.png -------------------------------------------------------------------------------- /Images/Object Detection and Tracking.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mayurji/Computer-Vision/8b2c4fc1faa50bef9490695a8bb1f74aabb76a4f/Images/Object Detection and Tracking.gif -------------------------------------------------------------------------------- /Images/Readme.md: -------------------------------------------------------------------------------- 1 | The Images folder contains all the images. Few images are downloaded from Google and 2 | some are captured by me personally. 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https://raw.githubusercontent.com/Mayurji/Computer-Vision/8b2c4fc1faa50bef9490695a8bb1f74aabb76a4f/Images/yolo_mod.jpg -------------------------------------------------------------------------------- /ReadMe.md: -------------------------------------------------------------------------------- 1 | **Objective - Learning Computer-Vision and to help software engineers to get started with computer vision and deep learning.** 2 | 3 | ![Computer-Vision](Images/imageSegmentation.jpg) 4 | 5 | | Computer-Vision-Basics | Topic | Notebook Link | Binder | 6 | | :---: | :----: | :---: | :---: | 7 | | Channels | RGB, HSV, etc | [![Notebook Link](https://img.shields.io/badge/Notebook--green.svg)](https://github.com/Mayurji/Computer-Vision/blob/main/computer-vision-basics/Computer-Vision-Basics-Part-I.ipynb)|[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/Mayurji/Computer-Vision/main?labpath=%2Fcomputer-vision-basics%2FComputer-Vision-Basics-Part-I.ipynb)| 8 | | Filters | HPF, LPF, etc | [![Notebook Link](https://img.shields.io/badge/Notebook--green.svg)](https://github.com/Mayurji/Computer-Vision/blob/main/computer-vision-basics/Computer-Vision-Basics-Part-II.ipynb)| [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/Mayurji/Computer-Vision/main?labpath=%2Fcomputer-vision-basics%2FComputer-Vision-Basics-Part-II.ipynb) | 9 | | Features | Edges, Corners, etc | [![Notebook Link](https://img.shields.io/badge/Notebook--green.svg)](https://github.com/Mayurji/Computer-Vision/blob/main/computer-vision-basics/Computer-Vision-Basics-Part-III.ipynb)| [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/Mayurji/Computer-Vision/main?labpath=%2Fcomputer-vision-basics%2FComputer-Vision-Basics-Part-III.ipynb) | 10 | | Feature Detection | ORB and Matching keypoints | [![Notebook Link](https://img.shields.io/badge/Notebook--green.svg)](https://github.com/Mayurji/Computer-Vision/blob/main/computer-vision-basics/Computer-Vision-Basics-Part-IV.ipynb)| [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/Mayurji/Computer-Vision/main?labpath=%2Fcomputer-vision-basics%2FComputer-Vision-Basics-Part-IV.ipynb) | -------------------------------------------------------------------------------- /computer-vision-basics/ReadMe.md: -------------------------------------------------------------------------------- 1 | **Topic** 2 | 3 | **Image Channels** 4 | - RGB Format 5 | - HSV Format 6 | - Replace the background with new image. 7 | - Identify object based on color. 8 | 9 | **Filters** 10 | 11 | - Frequency / Intensity 12 | - High Pass Filter (Sobel Filter) 13 | - Low Pass Filter (Gaussian Blur) 14 | - Reducing noise in an image and enhance relevant details using Filters 15 | - Canny Edge Detection 16 | - Hough Transform (Line Detection) 17 | 18 | **Features** 19 | - Edges, Corners and Contours 20 | - Corner Detection using Harris Algorithms 21 | - Dilation 22 | - Erosion 23 | - Opening and Closing technique for image enhancement. 24 | 25 | **Feature Detector** 26 | - ORB Algorithm 27 | - keypoint matching on Scale Variant Images. --------------------------------------------------------------------------------