Discover @prateekralhan Open Source projects

A simple GUI for downloading youtube videos built using Python

Python-based-Youtube-downloader

Measuring the size of objects in an image using Pixel per Metric ratio and openCV4.0 with imutils

Object-Size-measurement-in-an-image-using-openCV4.0-and-imutils

Cheatsheets on numerous topics ranging from DataScience | ML | DL | AI | Big Data.

Cheatsheets-for-AI

Streamlit-based-Automatic-Number-Plate-Recognition

A streamlit based implementation of Automatic Number Plate Recognition for cars and other vehicles using images or live camera feed

Streamlit based implementation for the The Segment Anything Model (SAM) developed by Meta AI research

Segment-Anything-Streamlit

A simple streamlit based webapp using OpenAI APIs empowered with text generation and image generation functionalities

Streamlit-ChatGPT-DALLE-2

A streamlit based webapp to find duplicate images from single/multiple directories.

Streamlit-based-Duplicate-Images-Finder

A streamlit based webapp to generate subtitles for YouTube Videos.

Youtube-Whisper-Streamlit

Perform SOTA Speech2Text on Long Audio Files with/without diarization Using Google Cloud Speech API

Speech2Text-for-Long-Audio-Files

A streamlit based webapp to perform SOTA instance segmentation on images, videos and live webcam feed

Instance-Segmentation-using-PixelLib

A simple streamlit based webapp to process text and correct punctuation built using "fullstop-punctuation-multilang-large" Model from Huggingface Transformers 🤗.

Deep-Punctuation-Corrector

A deeplearning based approach to classify human gestures for smart appliances.

Gesture-Recognition-Case-study-IIITB-Assignment-

A simple streamlit based web application in order to find duplicates in a corpus of images using perceptual hashing, uploaded by the user based on the imagededup PyPi package

Streamlit-Imagededup

A simple streamlit based webapp showcasing Image Super Resolution using ESRGAN

Streamlit-based-Image-Super-Resolution-using-ESRGAN

A deep learning based Q&A system built using RoBerTa model from huggingface transformers

Deep-Question-Answering-System

Detection-of-Parkinson-s-disease-with-Spiral-Wave-Test

A flask based webapp to convert Facial Images to Cartoons

Facial-Cartoonizer

A simple streamlit based webapp to process text and detect emotions from the underlying text piece built using "EmoRoBERTa" Model from Huggingface Transformers 🤗.

Streamlit-based-Deep-Emotion-Detector

A streamlit based webapp to detect scanned/digital PDFs from a large corpus as well as allow the user to OCR the scanned docs

Scanned-PDFs-checker

Advanced-Table-detection-and-Extraction-using-RetinaNet

Git basic commands - Brief Overview

Git_Basic_commands

Automatic-End-to-End-Speech-Recognition-using-pytorch

ASR using Pytorch and huggingface transformers

Python mini script of executing SQL Server based queries remotely using pypdbc

Automatic-Python-based-SQL-queries-execution

Self-Driving-Car-from-Scratch

A simple streamlit based Todo app to track/monitor your daily tasks

Streamlit-based-ToDo-App

Telecom churn prediction based webapp

Telecom-Churn-Case-study---IIITB-Assignment

A simple Question Answering system built on a corpus of documents of different formats using Haystack and Streamlit

Haystack-based-QA-system

A simple script to automate sending E-Mails to larger groups

Group-E-mail-Automation

A simple streamlit based webapp to process and enhance low-light images using Keras MIRNet.

Streamlit-based-Low-Light-Image-Enhancer

A Simple CNN architecture to predict whether any input image is a chat screenshot or a normal image

Chat-Screenshot-Classification-using-CNNs

A simple script to translate text to the desired language using the free google translate python client API

Translate-Excel-files-using-Google-Translate

YouTube Data Analytics using PowerBI

Youtube-Data-Analytics-using-PowerBI

A simple Streamlit based webapp to convert Audio files of numerous formats to the desired format required by the user.

Mini-Audio-Converter

A minimalistic snake game built with python ;)

Minimalistic-Snake-Game-using-Python

Stock-market-Analysis-using-K-means-Clustering

Tic-Tac-Toe---Classical-RL---IIITB-Assignment

LinkedIn Analytics webapp

LinkedIn-Data-Analytics-using-PowerBI-and-Plotly

qrcode-generator-streamlit

A minimalistic webapp to generate QR Codes for the URLs fed in by the user

Multiple object tracking mechanism achieved using centroid tracking algorithm and openCV4.0

Multiple-Object-Tracking-using-Centroid-Tracking-Algorithm-and-openCV4.0

A streamlit based webapp to detect COVID19 related Fake News

COVID19-Fake-news-detector

A streamlit based webapp to search for similar images as per the user's input (textual info, image URLs, uploaded image anything!! ) .

Similar-Images-Search

A flask based webapp to convert Pictures to Sketches

Pic-2-Sketch

PowerBI based COVID19 Dashboard

COVID19-Dashboard

ImageColourizer

A flask based minimalistic webapp to colourize black and white Images

Geospatial-Data-Visualization-using-kepler.gl

A minimalistic automatic speech recognition streamlit based webapp powered by wav2vec2-base-960h Facebook model provided by HuggingFace transformers and the NL API provided by expert.ai

speech-2-data-expert.ai-streamlit

bulk automated download of images from google 😉

Google-Images-downloader

A minimalistic flask based webapp to shorten URLs 🔗

Minimal-URL-Shortener

Language-identification-using-tensorflow-and-keras

Replace-Excel-Vlookup-with-Python

Location-Data-Extraction-using-GoogleMaps-API

A COVID19 Tracker notification system for Windows

COVID-19-Tracker-using-Desktop-Notifications-

Beauty-of-Bayesian-Inference

Chatbot-Development-using-RASA-Framework-and-Zomato-API---PGD-IIITB-Assignment

Turn-your-PDFs-into-audio-books

A Multi Document Summarizer Using Bidirectional Encoder Representations from Transformers (BERT)

BERT-based-Document-Summarizer

A minimalistic space shooter game built using pygame

Space-shooter

A flask based webapp to estimate the price of any used car

Used-Car-Price-Prediction

Virtual-Mouse

A mini script to generate wordcloud of your google search history data 😉

Google-Search-word-cloud-generator

A simple python script to receive notifications for drinking water at regular intervals

Drink-Water-Reminder-

A streamlit based webapp to download Ted Talks from their official website.

Ted-Talks-Video-Downloader

Real-time Hand Sign detection using TensorFlow Object Detection API

Hand-Sign-detection-using-TensorFlow-Object-Detection-API

A simple 3D Object Tracking webapp for humans built using streamlit.

Streamlit-based-3D-Object-Tracker-using-Objectron

A minimalistic python based virtual assistant to help you automate basic tasks in your PC

Virtual-Personal-Assistant

EDA-and-Sentiment-Analysis-of-my-favourite-comedians-using-NLTK-and-textblob

A virtual Image drag and drop system built on top of opencv and mediapipe for importing images and moving them around the screen using our hands

Virtual-Drag-and-Drop

Flash-News

Flash News webapp

The project mainly deals with designing a full fledged working model of an autonomous system i.e. the car, that can be used as a survillence bot as well as self drive in the desired path

Self-Driving-Car-wih-survillence-support-system

C++

Digit-Recognizer-using-openCV4.0-wand-imutils-with-Four-point-Transform

A Digit recognizer made using OpenCV4.0 and imutils with Four-Point Perspective Transform

ML Body Segmentation and background removal using Tf-BodyPix.

Body-Segmentation-and-Background-removal-using-Tf-Bodypix

A streamlit based multi language translator powered by Facebook's mBART for state of the art language translation

Multilingual-Translator

PG Diploma - Machine Learning and Artificial Intelligence Spark Funds Investment Analysis Assignment - Solution By: Prateek Ralhan¶ Let us start by stating the objectives which we need to accomplish for this assignment!! Objectives: We work for Spark Funds, an asset management company. Spark Funds wants to make investments in a few companies. The CEO of Spark Funds wants to understand the global trends in investments so that she can take the investment decisions effectively. Spark Funds has two minor constraints for investments: It wants to invest between 5 to 15 million USD per round of investment It wants to invest only in English-speaking countries because of the ease of communication with the companies it would invest in.

Spark-Funds-Investment-Analysis-IIITB-Assignment-

Streamlit based webapp combining CLIP and SAM to perform one vocabulary image segmentation

CLIP-SAM-Streamlit

Generating-Eminem-Lyrics-using-an-LSTM-Network