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Sahil Shaikh's Projects

auto-speech-model-for-an-image-for-blind-people icon auto-speech-model-for-an-image-for-blind-people

People who suffer from low vision, sight and visual impairment are not able to see words and letters in ordinary newsprint, books and magazines clearly. This can make the reading process difficult which can disturb the learning process and slow the person's intelligence development. Therefore, a device is needed to help them read. So we had developed one such device that can scan and read any kind of text by changing it to voice message. The purpose of this device is to process the input Image, pdf, Documents, Textbooks, and News Papers as input into a voice as output. Captioning an image involves generating a human readable textual description given an image, such as a photograph. It is an easy problem for a human, but very challenging for a machine as it involves both understanding the content of an image and how to translate this understanding into natural language. We create an automated image captioning model using Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN) to produce a series of texts that best describe the image and then those captions are given as input for text to audio conversion.

automatic-indian-sign-language-translator-isl icon automatic-indian-sign-language-translator-isl

I created an application which takes in live speech or audio recording as input, converts it into text and displays the relevant Indian Sign Language images or GIFs, using Natural Language Processing and Machine Learning Algorithm.

coursera-webdev-jhu-assignments icon coursera-webdev-jhu-assignments

This repository contains my solutions to the Module - 2,3,4 and 5 Coding Assignments for HTML, CSS, JavaScript for Web Developers Course by Johns Hopkins University on Coursera.

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

global-trade-analytics icon global-trade-analytics

The objective of the project was to create innovative and interactive Tableau dashboards that focus on potential commodities, countries, year, trade amount and quantity. The client wanted to launch a new business unit, focusing on global trade and logistics, majorly in the countries such as USA, Canada and Australia The dataset provided by the client contained 59090 observations of 10 variables. The client insisted the data to be cleaned using Excel or R. The Dataset contained missing values and was cleaned using the R programming language. Tableau dashboards were created from the cleaned dataset.

html-css-js-coursera icon html-css-js-coursera

Repository "HTML, CSS, and Javascript for Web Developers" Coursera.org Course Assignments

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

moving-object-detection icon moving-object-detection

An tool that utilizes OpenCV on Python to detect moving objects such as vehicles and pedestrians in video.

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