tutorials

Earth Observation Training Data Lab

Workshops

• PhiLab 2024 (notebooks)
• BiDS 2023 (notebooks)

Tutorials

Datasets

1. Introducing the EOTDL (notebook)
2. Exploring the EOTDL (notebook)
3. Ingesting in the EOTDL (notebook)
4. Creating and ingesting Q1 datasets (notebook)
5. Creating and ingesting Q2 datasets (notebook)
6. Training and Inference with Sentinel Hub (notebook)

Data access

1. Search Sentinel imagery (notebook)
2. Download Sentinel imagery (notebook)

STAC

1. Generate STAC metadata (notebook)
2. Generate STAC metadata with extensions (notebook)
3. Introducing the STACDataFrame labeling strategy (notebook)
4. Introducing the STACDataFrame items parser (notebook)
5. Introducing the STACDataFrame assets generator (notebook)
6. Generate STAC labels generated from SCANEO (notebook)
7. Generate STAC labels from the filename (notebook)
8. Add the ML-Dataset STAC extension to a Catalog (notebook)
9. Calculate Quality metrics from your Catalog with the ML-Dataset extension (notebook)
10. Get a GeoDataFrame from STAC items (notebook)

Datasets

1. Generate Q1 dataset from the World Cereal dataset (readme | notebook)