Mehakkhan7

vision_transformer

TopDeepLearning

A list of popular github projects related to deep learning

cheatsheets

Posit Cheat Sheets - Can also be found at https://posit.co/resources/cheatsheets/.

MachineLearningNotes

My personal notes

torchrs

PyTorch implementation of popular datasets and models in remote sensing

ups

"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)

awesome-vision-language-models-for-earth-observation

A curated list of awesome vision and language resources for earth observation.

PseudoLabeling

Official implementation of "Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning"

Curriculum-Labeling

[AAAI 2021] Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning

IEEE_TGRS_MDL-RS

Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang. More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification, IEEE TGRS, 2021, 59(5): 4340-4354.

debiased-pseudo-labeling

[CVPR 2022] Pytorch implementation for “Debiased Learning from Naturally Imbalanced Pseudo-Labels”

ERD

Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation

SSLTransformerRS

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

EfficientBigEarthNet

Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification

deep-learning-papers

Deep learning paper reviews with PyTorch

SARBuD

SAR Building Dataset

ExViT

lulc_py

A framework for land-use classification using open sourced python based geospatial modules.

transformer_for_time_series

TST - Transformer Architecture for Time Series Data

eurosat

Train Convolutional Neural Network to predict land cover type from multispectral Sentinel-2 satellite imagery

VisionTransformer-PyTorch

ViT fine-tuning and iterative erasing prediction algorithm using self-attention weights in PyTorch

EuroSAT_LULC

Multispectral-Land-Cover-Classification

Multispectral-Land-Cover-Classification App using deep learning along with transfer learning (Resnet50) and EuroSAT dataset

Pseudo-labelling-and-knowledge-distillation-from-multiple-teachers

Pseudo-labelling and knowledge distillation from multiple teachers for remote sensing monitoring of deforestation in Ukraine

AgriSeg

Official code for the paper "Domain Generalization for Crop Segmentation with Knowledge Distillation"

EuroSat-PyTorch

Just wrote a PyTorch code for publicly available EuroSat data set.

LULC-Mapping

Mapping of Land Use and Land Cover (LULC) using EuroSAT and Transfer Learning

LandCoverSemanticSegmentation

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

OEM-Land-Cover-Experiments

Repository containing the source code and the experiments using the OEM Mini dataset.

ML_predict-the-power-consumption-in-10-minute-windows-of-Tetouan-city

This project predicts Tetouan City's power consumption using machine learning.