Ritu Yadav's repositories
Radar-RGB-Attentive-Multimodal-Object-Detection
Object Detection on Radar sensor and RGB camera images. https://ieeexplore.ieee.org/document/9191046 Full Thesis : RADAR+RGB Fusion for Robust Object Detection in Autonomous Vehicles. Zenodo. https://doi.org/10.5281/zenodo.13738235
Finland-Above-Ground-Forest-Biomass-Estimation-Dataset
Above ground biomass estimation of Finland's boreal forest using Sentinel time series data
Large-Scale-Building-Height-Estimation
How High are We? Large-Scale Building Height Estimation Using Sentinel-1 Sar and Sentinel-2 Msi Time Series
climate-change-data
:earth_africa: A curated list of APIs, open data and ML/AI projects on climate change
CLVAE-Unsupervised_Change_Detection_TimeSeriesSAR
Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635
Building-Height-Estimation_SEN12_IGARSS23
A CNN Regression Model to Estimate Buildings Height Maps Using Sentinel-1 SAR and Sentinel-2 MSI Time Series (IGARSS 2023)
Uni-Temporal-Flood-Detection-Sentinel-1_Frontiers22
Flood Segmentation on SAR [Frontiers in Remote Sensing: https://doi.org/10.3389/frsen.2022.1060144]
DAUSAR_Supervised_Change_Detection_Floods_IGARSS2022
Supervised Change Detection for Floods. https://ieeexplore.ieee.org/document/9883132
Xee
An Xarray extension for Google Earth Engine
Context-Aware-Change-Detection-With-Semi-Supervised-Learning_IGARSS23
Context Aware Change Detection With Semi Supervised Learning
MAE4EO
Masked Autoencoder for Earth Observation images
cocosplit
Simple tool to split COCO annotations into train/test datasets.
Change-Detection-Review
A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
PyTorch-BayesianCNN
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Lightweighted-CNN-for-Document-Classification
Optimized Text Document Classification
Online-Toxicity-Detection
APOLLO-1: Online Toxicity Detection
CosmiQ_SN6_Baseline
Baseline algorithm for the SpaceNet 6 Challenge
fair_self_supervision_benchmark
Scaling and Benchmarking Self-Supervised Visual Representation Learning
nuscenes-devkit
The devkit of the nuScenes dataset.
SegNet-Tutorial
Files for a tutorial to train SegNet for road scenes using the CamVid dataset
vision
Datasets, Transforms and Models specific to Computer Vision