Classification of sea ice and open water in SAR images.
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Updated
Sep 22, 2022 - Python
Classification of sea ice and open water in SAR images.
Evaluation of CNN and Random Forest algorithms for wet snow detection in SAR image
3rd Place Solution for the NTIRE 2021 Multi-modal Aerial View Object Classification Challenge - Track 1 (SAR) at CVPRW 2021
CropMapping of Partially Anotated Time Series Satellite Images with 3D Convolutional Neural Networks
Code for creating the dataset and evaluating the classification of cryospheric zones
General Feature Extraction in SAR Target Classification: A Contrastive Learning Approach Across Sensor Types
Proyecto de prácticas de la asignatura Sistemas de Almacenamiento y Recuperación de la Información (SAR).
This project aims to perform waterbodies segmentation of Toushka lakes, located in the southern desert of Egypt. The segmentation task is achieved using the PyTorch framework and the U-Net architecture.
A program for monitoring remote gpus and cpus with a graphical history
GECCO is a lightweight image classifier based on single MLP and graph convolutional layers. We find that our model can achieve up to 16x better latency than other state-of-the-art models. The paper for our model can be found at https://arxiv.org/abs/2402.00564
Tool for visualizing SAR logs. Vairation of python-sarviz (https://github.com/milinda/python-sarviz).
Fetches Sentinel-1 synthetic aperture radar imagery for a particular area.
Scripts for download and manipulate SAR images from SAOCOM mission.
This repository was used to simulate a deceased person-in-water (PIW) using OpenDrift in our bachelor thesis.
SAR image classification with optical domain transfer
Multiple domain characteristics joint learning of SAR targets for SAR-ATR
Deep Learning for SAR Ship classification: Focus on Unbalanced Datasets and Inter-Dataset Generalization
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