Combining satellite imagery and machine learning to predict poverty

A Python3 and PyTorch replication of Jean et. al. (2016). Original paper Github: https://github.com/nealjean/predicting-poverty

Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.

Introduction to APIs course

R package to extract data from satellite nightlights.

Building simple ML apps with Streamlit

This repository contains codes for the paper entitled "A CNN-RNN Framework for Crop Yield Prediction"

Multilingual (Bangla, English) real-time ([almost] in a GPU) speech synthesis library

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

This repository contains my code for the "Crop Yield Prediction Using Deep Neural Networks" paper.

An open-source NLP research library, built on PyTorch.

😺 Pretty & simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.

Official electron build of draw.io

This repository contains codes for the paper entitled "Classification of Crop Tolerance to Heat and Drought: A Deep Convolutional Neural Networks Approach"

TensorFlow code and pre-trained models for BERT

Bengali GloVe Pretrained Word Vector

How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows

My Machine Learning Web Service

A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction

Deep Learning-based Clustering Approaches for Bioinformatics

U-Net Biomedical Image Segmentation

A snapshot neural ensemble method for cancer type prediction based on copy number variations

Plotting library experiments using WebGL and Canvas2D to apply color scale to a bufferarray object.

Leaflet plugin for displaying geoTIFF raster data

Prediction of African country's wealth thanks to satellite imagery.

Bengali language Tokenizer (SentencePiece)

Bengali Word2Vec model for applying NLP on under-resourced Bengali language

A set of tools to use in Google Earth Engine Code Editor (JavaScript)