EOBuildingReview

Review and analysis of building delineation with deep learning on earth observation data

EOBuildingReview is a documentation site (currently in WIP) to host information about research and tool to extract buildng from Earth Observation imagery. In particular it aim to provide :

• a bibliography with corresponding metrics tables extracted as json data (inspired by paperswithcode)

• a description of building benchmark dataset and for INRIA dataset the steps to reproduce, improve and expand it.

• some graphics and analysis based on informations extract from resarch papers.

Dataset for Building Extraction

• Existing dataset for building extraction
• INRIA : Aerial Labelling Dataset

Reproductibility of INRIA dataset

• Aerial Image Labeling review
• Download RAW data sources

Litterature review

• Bibliography of building extraction with deep learning