Chintan2108
ML Systems Design Intern @esri; PhD Ocean Color Remote Sensing - UGA Geography
University of Georgia Athens, GA, USA
Pinned Repositories
CHEERBOT-Your-Emotional-Companion
CHEERBOT is a special chatbot with whom you can text-chat, voice chat. It will cheer you up if you're sad and make you happier if you're happy.
Cloud-Removal-in-Satellite-Images-using-Conditional-Generative-Adversarial-Networks
Removing cloud cover in Sentinel-2 satellite images using only optical data and a novel augmented training approach using conditional GANs.
CyanoKhoj
This is a web-app which employs the citizen science program by tracking their tweets and subsequent data analysis on Google Earth Engine, aimed at effective CyanoHAB detection and monitoring in water bodies around the world.
NDVI-and-Vegetation-Health-Calculation
Land and Vegetation Remote Sensing - A webapp build and deployed in Google Earth Engine, to calculate the Normalised Vegetation Difference Index of a visible vegetation cover and use the same to analyze the health and age of that patch. The datasats used are GEE calibrated Landsat 7 rasters and the sensor used is ETM 2+ (Enhanced Thematic Mapper).
Object-Oriented-Deep-Learning-for-Building-Extraction
This repository explores object detection and building extraction from high resolution satellite imagery. With Object Based Image Analysis (OBIA) in the base, a new and unique method of merging segmentation algorithm in a CNN architecture is explored.
Satellite-Timeseries-Extractor-Tool
An interactive python-based tool to download time-series data for all sensors available on Google Earth Engine's data catalog.
Spectral-Modulation-for-MultiSpectral-Images
Modulation based classification for multi-spectral satellite images
Text-Classification-and-Context-Mining-for-Document-Summarization
Automnomously attempting a categorical summarization of a sparse, asymmetrical corpus in English language, by performing text classification - which is achieved by our intuitive sentence pair classification scenarios and usecases.
Transcript-Management-System
A basic online portal that can serve as an interface between universities and passed out students, allowing the later to place requests for transcripts and hence eliminating the need for physical presnce of the passed out students for the acquisition of transcripts.
Water-Based-Indices-on-Sentinel-2A-Images-using-Python
Satellite Image Processing, Feature Extraction using Python on level 2A Sentinel 2 satellite imagery to enhance water bodies.
Chintan2108's Repositories
Chintan2108/Water-Based-Indices-on-Sentinel-2A-Images-using-Python
Satellite Image Processing, Feature Extraction using Python on level 2A Sentinel 2 satellite imagery to enhance water bodies.
Chintan2108/Cloud-Removal-in-Satellite-Images-using-Conditional-Generative-Adversarial-Networks
Removing cloud cover in Sentinel-2 satellite images using only optical data and a novel augmented training approach using conditional GANs.
Chintan2108/CHEERBOT-Your-Emotional-Companion
CHEERBOT is a special chatbot with whom you can text-chat, voice chat. It will cheer you up if you're sad and make you happier if you're happy.
Chintan2108/Object-Oriented-Deep-Learning-for-Building-Extraction
This repository explores object detection and building extraction from high resolution satellite imagery. With Object Based Image Analysis (OBIA) in the base, a new and unique method of merging segmentation algorithm in a CNN architecture is explored.
Chintan2108/CyanoKhoj
This is a web-app which employs the citizen science program by tracking their tweets and subsequent data analysis on Google Earth Engine, aimed at effective CyanoHAB detection and monitoring in water bodies around the world.
Chintan2108/Satellite-Timeseries-Extractor-Tool
An interactive python-based tool to download time-series data for all sensors available on Google Earth Engine's data catalog.
Chintan2108/Chest_Xray_Disease_Detection
Helps in predicting the Pneumonia by the convolutional neural network over the images of chest x rays.
Chintan2108/computer-vision
Notebook series on interesting topics in computer vision
Chintan2108/BeachFinder
ESRI Intern Hackathon 2023
Chintan2108/CentralEased
The idea here was to create a centralised database using machine learning over all existing databases of a person's information, based on his face picture as ID, to remove the need for any physical ID proofs - your face is your unique ID proof.
Chintan2108/ESA-SNAP
Calibrated datasets to analyze the radiance for each band for Sentinel 3, with image manifests from CODA
Chintan2108/Anagrams
A simple android game in which the user must list out all the anagrams of the displayed word with a length of plus one to win.
Chintan2108/AngularFirebase
A small CRUD app to demonstrate angular functionalities as well as the firebase service with angular 6.
Chintan2108/Chintan2108
profile
Chintan2108/Chintan2108.github.io
My first github pages milieu
Chintan2108/CSCI-8950-HW
Homework for CSCI-8950 (Machine Learning)
Chintan2108/earthengine-api
Python and JavaScript bindings for calling the Earth Engine API.
Chintan2108/EDA-for-Remote-Sensing-of-Water-Surface-Salinity
Exploratory data analysis of coinciding satellite reflectance data from Sentinel-2 and in-situ surface salinity values to investigate the possibility of Remote Sensing of Water Surface Salinity
Chintan2108/geog4300
Chintan2108/HybridSN
A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
Chintan2108/iitb-app-angular
Angular client for IIT Bombay's InstiApp
Chintan2108/learnopencv
Learn OpenCV : C++ and Python Examples
Chintan2108/LocationFetcher-v1.8
An application that can create a stream of all the tweets around the world, being posted in real time, relating to the keywords of the cyanotracker project. Also, a map props up highlighting all the tweet locations.
Chintan2108/LocationFetcher-v2.1
An application that can fetch all the tweets around the world, posted in the past 24 hours from execution, relating to the keywords of the cyanotracker project. Also, a map props up highlighting all the tweet locations.
Chintan2108/opencv
Open Source Computer Vision Library
Chintan2108/Repo-2019
BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics
Chintan2108/s3tbx
A toolbox for the OLCI and SLSTR instruments on board of ESA's Sentinel-3 satellite
Chintan2108/snap-rut
RUT: Radiometric uncertainty propagation tool for optical level-1 radiance data (ESA IDEAS+ Programme)
Chintan2108/Venter-Local-Executable-master
Chintan2108/Venter_CMS