Datasets:

lc-col
/

bigearthnet

Tasks:

Image Classification

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bigearthnet

File size: 675 Bytes

---
task_categories:
- image-classification
pretty_name: BigEarthNet
size_categories:
- 100K<n<1M
---
# BigEarthNet - HDF5 version
This repository contains an export of the existing BigEarthNet dataset in HDF5 format. All Sentinel-2 acquisitions are exported according to TorchGeo's dataset (120x120 pixels resolution).
Sentinel-1 is not contained in this repository for the moment.

CSV files contain for each satellite acquisition the corresponding HDF5 file and the index.
A PyTorch dataset class which can be used to iterate over this dataset can be found [here](https://github.com/lccol/bigearthnet-conversion), as well as the script used to convert it into HDF5 format.