mohammadkakooei Goto Github PK

active-learning-bayesian-convolutional-neural-networks

Active Learning on Image Data using Bayesian ConvNets

africa_poverty

attention-mechanism-unet

An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery.

awesome_satellite_benchmark_datasets

Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.

coarse-to-fine-weakly-supervised-gpc-segmentation

containers

The main platform for sharing all the information about AI/HPC-related containers at C3SE. See also the included tutorial to get started.

crop-yield-prediction

Machine Learning based Crop Yield Prediction

featureimportancedl

geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.

jesper_benjamin_ssl

Master Thesis at Department of Computer Science and Engineering at Chalmers University of Technology, 2022. By Benjamin Vinnerholt and Jesper Strömberg

lulcmapping-wv3images-corine-dlmethods

Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images

ml-notebook

My notes for machine learning

predicting-poverty

Combining satellite imagery and machine learning to predict poverty

predicting-poverty-replication

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

probability

Probabilistic reasoning and statistical analysis in TensorFlow

resnet18-tf2

A simple TensorFlow 2 implementation of ResNet-18

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

siac_gee

SIAC GEE version

urbandetector

wandb_examples

Example deep learning projects that use wandb's features.