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The Top 23 Deep Learning Remote Sensing Open Source Projects

Open source projects categorized as Deep Learning Remote Sensing
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Remote Sensing
Solar Panel Segmentation ⭐ 13
A U-Net for solar panel identification and segmentation
most recent commit 3 years ago
Resunet A_mltsk_keras ⭐ 12
This is a reimplementation of ResUnet-a d6 with simple multitasking in keras/tensorflow 2.0
most recent commit 2 years ago
Sar Cnn ⭐ 12
SAR Image Despeckling by Deep Neural Networks: from a pre-trained model to an end-to-end training strategy - Notebook implementation usable on Google Colaboratory
most recent commit 3 years ago
Crgnet ⭐ 12
[IEEE TIP 2022] Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations
most recent commit 2 years ago
Deeppvmapper ⭐ 11
Automated pipeline for large scale detection of solar arrays in France
most recent commit 5 months ago
Hugin ⭐ 10
Making Deep Learning for Earth Observation more easy
total releases 7most recent commit a year ago
Hrplanesv2 Data Set ⭐ 10
This repo contains the details of the HRPlanesv2, a high-resolution satellite imagery dataset for aircraft detection, as well as the benchmark results of experiments using YOLOv4, YOLOv5, and YOLOv8, along with the associated weight files.
most recent commit 7 months ago
Mrs ⭐ 10
Models for Remote Sensing
most recent commit 3 years ago
Saumoco ⭐ 10
codes for TGRS paper: Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast
most recent commit 4 years ago
Adois ⭐ 10
Automatic detection of impervious surfaces
most recent commit 6 months ago
Split_raster ⭐ 10
Split Raster is an open-source and highly versatile Python package designed to easily break down large images into smaller, more manageable tiles. While the package is particularly useful for deep learning and computer vision tasks, it can be applied to a wide range of applications.
total releases 7most recent commit a year ago
Changedetectionbaseline ⭐ 9
Baseline approach to Change Detection using deep learning and Siamese CNNs
most recent commit 5 years ago
Deep Learning Datasets Maker ⭐ 9
Deep Learning Datasets Maker is a QGIS plugin to make datasets creation easier for raster and vector data.
most recent commit 2 years ago
Piunet ⭐ 9
Permutation invariance and uncertainty in multitemporal image super-resolution
most recent commit 2 years ago
Cegatsr ⭐ 8
Implementation of CNN-Enhanced Graph Attention Network for Hyperspectral Image Super-Resolution Using Non-Local Self-Similarity (CEGATSR) in Pytorch.
most recent commit 4 months ago
Csmae ⭐ 8
Cross-Sensor Masked Autoencoder for Content Based Image Retrieval in Remote Sensing
most recent commit 3 months ago
Remote Sensing ⭐ 8
And this Repository made the Journey of FEZtool.com
most recent commit 6 months ago
Changedetectionproject ⭐ 8
Change Detection project - the more experimental build version. Trying out Active Learning in with deep CNNs for Change detection on remote sensing data.
most recent commit 3 years ago
Spacenet7 Buildings Detection ⭐ 7
Building detection from the SpaceNet dataset using UNet.
most recent commit a year ago
Obbstacking ⭐ 7
Repo for the OBBStacking: An Ensemble Method for Remote Sensing Object Detection
most recent commit a year ago
Rs Datasetshub ⭐ 7
A hub hosting essential remote sensing datasets.
most recent commit 5 months ago
Fdsi ⭐ 7
Exploiting ConvNet Diversity for Flooding Identification -- Flood Detection in Satellite Images [FDSI] -- [2017 Multimedia Satellite Task]
most recent commit 6 years ago
Lr Tsdet ⭐ 7
LR-TSDet: Towards Tiny Ship Detection in Low-Resolution Remote Sensing Images (Remote Sens. 2021)
most recent commit 2 years ago
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