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Rupesh
Rupesh

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Feb 9, 2021

Extract Face Embedding from Image

Extract identity vector for individual faces Here I am going to discuss how to extract the face encoding or face embedding from an image using pre-trained models that are available in open source. I have also attached the code refer this git. Face Embeddings: It analyses the given image and returns numerical…

Facedetection

3 min read

Facedetection

3 min read


Feb 9, 2021

Face Detection Models and their Performance Comparison

let's make a machine to identify its user’s — Here we discuss a few available and most used face detection deep learning-based models and their performance concerning the accuracy and computational cost. Dlib : Dlib is a modern C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real-world problems. It conveniently has the necessary…

Facedetection

4 min read

Face Detection Models and their Performance Comparison
Face Detection Models and their Performance Comparison
Facedetection

4 min read


Jan 17, 2020

Automated Code Documentation

As developers we love to write code,but what about documenting it ? Being a developer we might read more about the code than what we write. So it is very frustrating to read badly documented code/scripts. As a developer we need to read lots of documentation of library/frameworks and our…

Python

3 min read

Document Code Without Writing Documentation
Document Code Without Writing Documentation
Python

3 min read


Sep 20, 2019

Complete Guide for Process Automation in Python

Imitate Human Activities with Machine I like to share my tool which is developed in order to imitate human interaction with machine. It is a lightweight, customizable and OS independent application. Here I have attached the Git link of this tool, where you can find the scripts and its installation…

Python

3 min read

Python

3 min read


Sep 7, 2019

Feature Engineering

Figure out quality and quantity of the feature from Data Actually the success of all Machine Learning algorithms depends on how you present the data. This is the continuation of my previous post. In this post, we are going to deal with the theory behind feature engineering. Features in data…

Machine Learning

6 min read

Feature Engineering
Feature Engineering
Machine Learning

6 min read


Aug 17, 2019

Life Cycle of a Data Science Project

Sequence of phases that a data science project goes through If you plan to do a data science project, it is important to understand the various phases and stages that the project undergoes. It may be any project in Machine Learning or Deep Learning. The steps involved are listed below. Data Collection or Data Gathering …

Machine Learning

5 min read

Life Cycle of a Data Science Project
Life Cycle of a Data Science Project
Machine Learning

5 min read


Aug 2, 2019

Linear Regression Full Tutorial Guide

In this post let’s explore regression algorithm and script it from scratch in python and R. Linear regression is a simple and easy algorithm used in machine learning for predictive analysis. It is used to establish a relationship between an input variable(X) and output variable(Y). …

Machine Learning

4 min read

Linear Regression Full Tutorial Guide
Linear Regression Full Tutorial Guide
Machine Learning

4 min read


Jul 4, 2019

Initial Setup & Configuration to Enable GPU for Deep Learning Applications. (CUDA,cuDNN,TensorFlow,Nvidia)

Here, I would like to share, how to setup Nvidia, cuDNN & CUDA drivers for Deep Learning Applications for both local machines as well for cloud based applications in Linux platform. Step 1: Once your machine/instance is launched , initially update & upgrade the machine. sudo apt-get update sudo apt-get upgrade Install…

Gpu

3 min read

Initial Setup & Configuration to Enable GPU for Deep Learning Applications.
Initial Setup & Configuration to Enable GPU for Deep Learning Applications.
Gpu

3 min read


Jun 4, 2019

Python Decorators

Add more functionality to your functions — Decorators can be thought of as functions which modify the functionality of another function. It is a clean way of adding extra functionality to functions by using the “@” symbol. Also, it is a function which will accept another function as its parameter. Functions: Python uses the keyword called “def” to…

Programming

2 min read

Programming

2 min read

Rupesh

Rupesh

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