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EarthNets
Dataset4EO
Re-organize remote sensing datasets.
RSI-Classification
Image/scene classification for RS images.
RSI-Segmentation
Pixel-wise semantic segmentation for RS images.
RSI-Detection
Object detection for RS images.
RSI-ChangeDetection
Change detection for RS images.
RSI-SelfSupervised
Self-supervised learning for RS images.

Table of Contents

Get Started

Prerequisites
Installation

Dataset Preparation

Prepare datasets

Model Zoo

Benchmark and Model Zoo
Model Zoo Statistics

Quick Run

Train a model
Inference with pretrained models

Tutorials

Tutorial 1: Learn about Configs
Tutorial 2: Customize Datasets
Tutorial 3: Customize Data Pipelines
Tutorial 4: Customize Models
Tutorial 5: Training Tricks
Tutorial 6: Customize Runtime Settings

Useful Tools and Scripts

Useful tools
Miscellaneous
Model Serving
Confusion Matrix

Notes

Changelog
Frequently Asked Questions (FAQ)

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Frequently Asked Questions (FAQ)

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Frequently Asked Questions (FAQ)¶

Q: What’s the difference between RSI-Segmentation and mmsegmentation?

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Frequently Asked Questions (FAQ)

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