Mehakkhan7

Awesome-Geospatial

Long list of geospatial tools and resources

Mehakkhan

recommenders

Best Practices on Recommendation Systems

AdaGCN

Official Implementation of AdaGCN (ICLR 2021)

AM3Net_Multimodal_Data_Fusion

Code for J. Wang, J. Li, Y. Shi, J. Lai and X. Tan, "AM3Net: Adaptive Mutual-learning-based Multimodal Data Fusion Network," in IEEE TCSVT, 2022. We conducted the experiments on the hyperspectral and lidar dataset(Houston and Trento) and multispectral and synthetic aperture radar data (grss-dfc-2007 datasets).

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

ARSET_ML_Fundamentals

Repository for Jupyter Notebook examples associated with the NASA ARSET Training, "Fundamentals of Machine Learning for Earth Science"

Awesome-Continual-Learning

A curated list of Continual Learning papers and BibTeX entries

awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

CVPR21_PASS

PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"

datasets

Datasets for deep learning with satellite & aerial imagery

deep-learning-papers

Deep learning paper reviews with PyTorch

detr

End-to-End Object Detection with Transformers

GAT

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

GRAND

Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

LandCoverSemanticSegmentation

Land Cover Classification through semantic segmentation for MUSA-650 final project

Local-Citation-Recommendation

Code for ECIR 2022 paper Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-based Reranking

machine-learning-hats

FNAL LPC Machine Learning HATS 2020

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

MSCG-Net

Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation

RCIL

[CVPR2022] Representation Compensation Networks for Continual Semantic Segmentation

SSLTransformerRS

Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision workshop - Best Student Paper Award

Student-Performance-Azure-deployment

techniques

Techniques for deep learning with satellite & aerial imagery

timeseriesRaster

Tree-detection-from-satellite-images

Tree detection from satellite image using deep learning for the final project of our school

TSC_TF

Time Series Classification Based on Temporal Features

vojvodina_crop_classification

A Satellite Time Series Dataset for Crop Type Identification