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Contents
AiTLAS Artificial Intelligence Toolbox for Earth Observation
What is AiTLAS?
The AiTLAS Ecosystem
AiTLAS installation
Examples
Multiclass Dataset statistics
AID Dataset: Example of the
aitlas
toolbox for multi class image classification
CLRS Dataset: Example of the
aitlas
toolbox for multi class image classification
EuroSAT dataset: Example of the
aitlas
toolbox in for multi class image classification
PatterNet dataset: Example of the
aitlas
toolbox in for multi class image classification
Resisc45 dataset: Example of the
aitlas
toolbox in for multi class image classification
RSD46 dataset: Example of the
aitlas
toolbox in for multi class image classification
RSI CB256 dataset: Example of the
aitlas
toolbox in for multi class image classification
RSSCN7 dataset: Example of the
aitlas
toolbox in for multi class image classification
SAT6 dataset: Example of the
aitlas
toolbox in for multi class image classification
Siri Whu dataset: Example of the
aitlas
toolbox in for multi class image classification
UCI Merced dataset: Example of the
aitlas
toolbox in for multi class image classification
WHU-RS19 dataset: Example of the
aitlas
toolbox in for multi class image classification
Multi Label datasests statistics
AID mlc dataset: Example of the
aitlas
toolbox for multi label image classification
BigEarth Net 19 dataset: Example of the
aitlas
toolbox for multi label image classification
BigEarth Net 43 dataset: Example of the
aitlas
toolbox for multi label image classification
DFC15 dataset: Example of the
aitlas
toolbox for multi label image classification
MLRS Net dataset: Example of the
aitlas
toolbox for multi label image classification
Planet UAS dataset: Example of the
aitlas
toolbox for multi label image classification
UC Merced dataset: Example of the
aitlas
toolbox for multi label image classification
GradCam example
Semantic image segmentation dataset statistics
AIRS Dataset: Example of the
aitlas
toolbox for semantic segmentation
Amazon Forest dataset: Example of the
aitlas
toolbox for semantic segmentation
CamVid dataset: Example of the
aitlas
toolbox for semantic segmentation
Chactun dataset: Example of the
aitlas
toolbox for image segmentation
Inria dataset: dataset: Example of the
aitlas
toolbox for image segmentation
LandCover AI dataset: Example of the
aitlas
toolbox in the context of image segmentation
MassachusettsBuildings dataset: Example of the
aitlas
toolbox in the context of image segmentation
Massachusetts Roads dataset: Example of the
aitlas
toolbox in the context of image segmentation
Example of the
aitlas
toolbox in the context of object detection in remote sensing images
Example of the
aitlas
toolbox for benchmarking a dataset
Example of the
aitlas
toolbox for crop type prediction
Read Breizhcrops EOPatch files
Model Evaluation on Breizhcrops dataset
API documentation
Base
Datasets
Transforms
Models
Tasks
Metrics
Visualizations
Utils
Clustering
Run
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