GauravSahani1417/Forest-Fire-Prediction-Streamlit-application

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Created over 4 years ago
Updated about 2 years ago

GauravSahani1417/Forest-Fire-Prediction-Streamlit-application

GauravSahani1417

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This Application, gives the prediction whether the Forest is safe or Un-Safe from Fire Occurrence, depending on the features like Temperature, Humidity and Oxygen Content in Air, Used the basic Decision Tree Classifier to train the model, Later used the Streamlit library and Flask Framework for the deployment Purposes on Heroku, which is the Cloud Platform as a Service.

Great-Indian-Hackathon-by-Machine-Hack-Rank-3rd

This repository is saved to display my approach for Great Indian Hiring Hackathon organized by Machine-Hack. In which I have Ranked 3rd out of 5000+ entries all over India.

Jupyter Notebook

Hollywood-Movie-Recommendation-Deployment

Deployed Hollywood Movie recommendation Web-Application on Heroku. Please Have a look at the Description Below, for more information, and the Web-Application Link. Thank-you.

Ap-Script-Hackathon-Brute-Force

This repository is saved to display the work for the ApScript Hackathon

Jupyter Notebook

OpenCV-Implementaion

Tried to Implement the OpenCV, for detection of Face and Eyes from an image, given as an input, as well as rendering live webcam, using Haar-cascades, for Face and Eyes detection, it was fun working with OpenCV, implementing new things.

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Kaggle-Playground-Series-March-2021

Repository Saved to display work for Kaggle competition Playground Series-March 2021".

Mask-Detector-Deep-Learning-and-Open-CV-Project

This project deals with Mask Detection, using Deep Learning model, trained using Convolutional Neural Nets, augmented with Open-CV, with Haarcascades for face and eyes detection, using Streamlit.

Machine-Hack-Workathon

This repository is saved to showcase my approaches towards dealing with MachineHack Workathon Price Prediction hackathon! Do star the repository if it was helpful!

Jupyter Notebook

PowerBI-Projects

This repository is created to display my PowerBI and SQL work, using used cases, performing ETL and generating insights from the data, creating a dashboard on PowerBI

Indian-Currency-Notes-Predictor-App

Deployed Deep Learning, Indian Currency Note Predictor, used the Resnet50 at first, but did not achieved a good accuracy, later, tried making a Convolutional Neural Net, got a better Accuracy predicting 7 classes, considering all running Indian currency Notes, Later Deployed it Locally, and then on Heroku Platform.

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Government-Project-G.S.-MediSafe-Application-

We see lot of people are suffering a lot without the help of the proper medical checkup, Also in most of the cases many cases arise a situation which may lead to dealth due to lack of timely medical checkup, which was main motive to come up with G. S. MediSafe Application.

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GAN-Implementation

Implemented GAN(Generative Adversarial Networks) for the First Time, on the Dog Images, the dataset is taken from Kaggle, training a thousand images, with just 100 epochs, Stepping stones to success, looking forward to more complex problems in future.

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Auto_NLP-Using-AutoViml

This repository is saved to display an amazing Auto_NLP work, using AutoViml library for Amazon sentiment Analysis. A efficient library to extract features, execute tokenization, finding efficient hyperparameters, which result into most Accurate output

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Kaggle-Datasets

This Repository is created to showcase my work on the Datasets, downloaded from the Kaggle, since Kaggle is the platform, from which i have learned many new things, as well as implemented them, in my work.

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Auto-Exploratory-Data-Analysis-EDA-Libraries-with-Python

This repository is saved to display some of the amazing libraries which serve the purpose of Automated Exploratory Data Analysis i.e. EDA. I have experimented with libraries like Python Profiling, Auto-Viz, and Sweet-Viz Automated libraries.

Covid-19-News-Classifier-and-Symtom-Predictor

The project and Web-application “Covid-19 News Classifier and Risk Predictor”, consist of two sections, namely as “Covid-19 News Classifier” and “Covid-19 Risk Predictor”, as seen in the abstract section. The only intention behind this Project and Web-application is to contribute a part of safety from the Covid-19 outbreak, also encouraging to stay home and stay safe

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Time-Series-Modelling-and-Analysis

This repository is saved to present my work for time series modelling and analysis, Analysing the time series data using various plots and relations, dealing with null values, modelling a regression model for time series data and considering the evaluation techniques respectively.

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