Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Classification Remote Sensing Open Source Projects

Open source projects categorized as Classification Remote Sensing
Categories > Data Processing > Classification
Categories > Machine Learning > Remote Sensing
Raster Vision ⭐ 1,956
An open source library and framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 11most recent commit 3 months agopypi rastervision-pipeline} Downloads
Sits ⭐ 415
Satellite image time series in R
total releases 11most recent commit 4 months ago
Vitae Transformer Remote Sensing ⭐ 379
A comprehensive list of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP
most recent commit 6 months ago
Satellite Imagery Datasets Containing Ships ⭐ 340
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
most recent commit a month ago
Paddlers ⭐ 303
Awesome Remote Sensing Toolkit based on PaddlePaddle.
most recent commit 5 months ago
Torchsat ⭐ 285
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
total releases 4most recent commit 4 years ago
Hybridsn ⭐ 276
A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
most recent commit 4 months ago
Geospatial Machine Learning ⭐ 196
A curated list of resources focused on Machine Learning in Geospatial Data Science.
most recent commit 6 years ago
Aitlas ⭐ 157
AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.
most recent commit 9 months ago
Paddlers ⭐ 137
Awesome Remote Sensing Toolkit based on PaddlePaddle.
total releases 1most recent commit 2 years ago
A2s2k Resnet ⭐ 132
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
most recent commit a year ago
Rsgislib ⭐ 130
Remote Sensing and GIS Software Library; python module tools for processing spatial data.
most recent commit 3 months ago
Satellite_imagery_analysis ⭐ 123
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
most recent commit 2 years ago
Freenet ⭐ 99
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624
most recent commit 6 months ago
Crc4docker ⭐ 82
Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"
most recent commit 2 years ago
Rsp ⭐ 80
The official repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining"
most recent commit 6 months ago
Hyperspectral_image_analysis_simplified ⭐ 77
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
most recent commit 3 years ago
Classification Of Hyperspectral Image ⭐ 73
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
most recent commit 5 years ago
Marta Gan ⭐ 66
MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification
most recent commit 6 years ago
Opensource_obia_processing_chain ⭐ 60
An open-source semi-automated processing chain for urban OBIA classification.
most recent commit 4 years ago
Keras Remote Sensing Image Retrieval ⭐ 26
this is an implement of DenseNet using keras ,this project can do Remote sensing image classifiy or retrieval.I trained and evaluated this model on a dataset called PatternNet.
most recent commit 6 years ago
Lightweight Temporal Attention Pytorch ⭐ 23
A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification
most recent commit 4 years ago
Ssun ⭐ 22
Spectral-Spatial Unified Networks for Hyperspectral Image Classification
most recent commit 4 years ago
The 5 Latest Releases In Classification Remote Sensing Open Source Projects
Raster Vision ⭐ 1,956
An open source library and framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 11latest release October 17, 2023most recent commit 3 months agopypi rastervision-pipeline} Downloads
Foto ⭐ 5
The FOTO (Fourier Transform Textural Ordination) R package.
total releases 2latest release October 03, 2023most recent commit 3 months ago
Paddlers ⭐ 137
Awesome Remote Sensing Toolkit based on PaddlePaddle.
total releases 1latest release May 19, 2022most recent commit 2 years ago
Sits ⭐ 415
Satellite image time series in R
total releases 11latest release January 28, 2022most recent commit 4 months ago
Popular Data Processing Categories
Jupyter Notebook
Dataset
Sql
Validation
Pipeline
Translation
Data Science
Classification
Transaction
Scraper
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.