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Training a Custom Object Detector with DLIB & Making Gesture Controlled Applications

Taha Anwar ( BleedAI.com )
September 7, 2020 Leave a Comment
Application Image Processing Object Detection Tutorial

September 7, 2020 By Leave a Comment

Detection with Dlib

In this article, you will learn how to build python-based gesture-controlled applications using AI. We will guide you all the way with step-by-step instructions. I'm sure you will have loads of fun ...

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Tags: dlib HOG Image Processing Machine Learning Object Detection OpenCV SVM
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Filed Under: Application, Image Processing, Object Detection, Tutorial

Handwritten Digits Classification : An OpenCV ( C++ / Python ) Tutorial

Satya Mallick
January 30, 2017 63 Comments
Application how-to Image Classification Image Recognition Machine Learning OpenCV 3 Tutorial

January 30, 2017 By 63 Comments

Handwritten Digits Classification

This post is part of a series I am writing on Image Recognition and Object Detection. The complete list of tutorials in this series is given below: Image recognition using traditional Computer ...

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Tags: C++ Histogram of Oriented Gradients HOG Python Support Vector Machine SVM
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Filed Under: Application, how-to, Image Classification, Image Recognition, Machine Learning, OpenCV 3, Tutorial

Histogram of Oriented Gradients

Satya Mallick
December 6, 2016 108 Comments
Object Detection Tutorial

December 6, 2016 By 108 Comments

In this post, we will learn the details of the Histogram of Oriented Gradients (HOG) feature descriptor. We will learn what is under the hood and how this descriptor is calculated internally by ...

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Tags: feature descriptor Histogram of Oriented Gradients HOG Object Detection
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Filed Under: Object Detection, Tutorial

Image Recognition and Object Detection : Part 1

Satya Mallick
November 14, 2016 88 Comments
Image Classification Image Recognition Machine Learning Object Detection Tutorial

November 14, 2016 By 88 Comments

Image Classification Pipeline

This is a multipart post on image recognition and object detection. In this part, we will briefly explain image recognition using traditional computer vision techniques. I refer to techniques that ...

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Tags: Histogram of Oriented Gradients HOG Image Classification Image Recognition Object Detection Support Vector Machine SVM
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Filed Under: Image Classification, Image Recognition, Machine Learning, Object Detection, Tutorial

About

I am an entrepreneur with a love for Computer Vision and Machine Learning with a dozen years of experience (and a Ph.D.) in the field.

In 2007, right after finishing my Ph.D., I co-founded TAAZ Inc. with my advisor Dr. David Kriegman and Kevin Barnes. The scalability, and robustness of our computer vision and machine learning algorithms have been put to rigorous test by more than 100M users who have tried our products. Read More…

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