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Learn Programming Deep Learning Computer Vision with Python From Scratch

Free Download Programing Computer Vision in PDF format. In this notes you’ll learn basic computer vision concepts. In this practical guide you’ll learn about object recognition, photo management and different computer vision applications with examples. In this notes you learn computer vision in python language. You’ll learn by this notes, how to use python in computer vision. You can easily understand its concepts by given examples in python.

In this practical guide You’ll learn different computer vision techniques and transformation between images and methods. This notes very helpful for students, researchers and those who wants to learn more about computer vision and python language. You will learn how to organize photos based on similarity or content, the use of clustering methods. You easily Download this notes from here.

You Learn These Topics:  

Basic Image Handling and Processing

Matplotlib

NumPy

SciPy

Local Image Descriptors

Harris Corner Detector

SIFT- Scale Invariant Future Transform

Image to Image Mapping

Homographies

Warping Images

Creating Panoramas

Camera Model an Augmented Reality

The Pin Hole Camera Model

Augmented Reality

Multiple View Geometry

Epipolar Geometry

Computing with Cameras and 3D Structure

Stereo Image

Clustering Images

K-Mean Clustering

Hierarchical Clustering

Searching Images

Content Based Image Retrieval

Visual Words

Indexing Images

Searching the Database for Images

Classifying Image Contents

K-Nearest Neighbor

Bayes Classifiers

Optical Character Recognition

Image Segmentation

Graph Cuts

Segmentation using Clustering

OpenCV

The OpenCV Python Interface

OpenCV Basics

Processing Videos

Tracking

 


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