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dark-covid-net-pytorch

A PyTorch implementation of DarkCovidNet.

datavisualization

A Data Visualization project on the French traffic accidents database

dfc2019

2019 IEEE GRSS Data Fusion Contest data, baselines, and metrics

digital-watermarking-of-dem

disaster_relief_from_space

Using satellite imagery to better target disaster relief efforts

dsmscn

[MultiTemp 2019] Official Tensorflow implementation for Change Detection in Multi-temporal VHR Images Based on Deep Siamese Multi-scale Convolutional Neural Networks.

dubai-satellite-imagery-segmentation

Multi-Class Semantic Segmentation on Dubai's Satellite Images.

etci-2021-competition-on-flood-detection

Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training

flood-detection

This repository is for an earth analytics applications project focused on flood detection and analysis

floods-monitoring

Floods monitoring with SAR satellite data

frcnn-from-scratch-with-keras

Faster R-CNN from scratch written with Keras

fully_convolutional_change_detection

gost_sar

Collection of tools developed by GOST team for extracting information from SAR data

hsi-traditional-to-deep-models

Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.

hsi_ssftt

L. Sun, G. Zhao, Y. Zheng, and Z. Wu, "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," IEEE TGRS, 2022.

httm

A data processing system for dealing with electronic effects in calibrated and RAW FITS images produced by the Transiting Exoplanet Survey Satellite.

is18

kaggle-airbus-ship-detection

Airbus Ship Detection Challenge (Kaggle) - Find ships on satellite images as quickly as possible

keras-centernet

CenterNet (Objects as Points) implementation in Keras and Tensorflow

keras-yolov4

yolov4 42.0% mAP.ppyolo 45.1% mAP.

lamboisenet

Master thesis about change detection in satellite imagery using Deep Learning

learning-to-segment-3d-point-clouds-in-2d-image-space

mangroveclassification

multimodalcd_isprs21

official repository to share data and code of our study "FUSING MULTI-MODAL DATA FOR SUPERVISED CHANGE DETECTION" accepted and published as a full paper at ISPRS Congress 2021

notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

object-detection-train-test-split

When you have image data and corresponding xml files, this script will help in splitting the data in two folders - train and test -

object-detection-using-yolov5

This repository teaches you how to train your own image dataset using yolov5 model. To know more download the rar file in this repository and extract it.

oil_palm_data

ombria

palm-tree-dataset

This is a remote sensing palm tree detection dataset created from Data provided by Al Ain Municipality - UAE. The dataset is purely for research and educational purposes and any use for commercial purposes is prohibited.