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Pratham Singh's Projects

backgroundremover icon backgroundremover

Background Remover lets you Remove Background from images and video using AI with a simple command line interface that is free and open source.

blindness-detection-diabetic-retinopathy- icon blindness-detection-diabetic-retinopathy-

This is a 5 Class Image Classification Task based on a Kaggle dataset from Eye Images (Aravind Eye hospital) - APTOS 2019 Challenge. The goal is to predict the Blindness Stage (0-4) class from the Eye retina Image using Deep Learning Models (CNN). This Automated System would speed up Blindness detection on Patients

btc_django icon btc_django

Website for tracking bitcoin prices, dollar cost averaging and machine learning based investment

deeptf-tutorial icon deeptf-tutorial

Collection of examples and data from "The Complete guide to TensorFlow for Deep Learning with Python" by Jose Portilla

drowsiness_detection icon drowsiness_detection

Driver Drowsiness Detector detects if a driver or a person is drowsy or not, using their eye movements.

easyocr icon easyocr

Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai

emailautomationpython icon emailautomationpython

Automating the weekly tracker by fetching data from excel online and sending mail through outlook, collating at the end of the week.

fraud_detection_r_d3 icon fraud_detection_r_d3

A project to flag the fraudulent claims in insurance sector. Automate the creation of analytical dataset (ADS), cleaning it and then predicting the fraudulent claims.

geocompr icon geocompr

Open source book: Geocomputation with R

home_auto icon home_auto

Home automation website to control devices from website

im-portal icon im-portal

A personal project to create a Django website. Built using Django,bootstrap,jquery and javascript.

ledypi icon ledypi

Control your led strip with RapsberryPi and python!

micropython icon micropython

MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems

ml-from-scratch icon ml-from-scratch

Python implementations of Machine Learning models and algorithms from scratch. Aims to cover everything from Data Mining techniques to Deep Learning.

multiroom_audio icon multiroom_audio

multi room/device audio using mopidy and snapserver. works well with android snapcast client. on macos docker, the audio sometimes stutters though.

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