HAIVO Data Annotation, Validation & Collection Services for AI Models

Scope:

100,000 images, 2 million polygons.

Projects:

Flood Detection | Building Count | Urban Developememt

Challenge:

Scope and complexity of the task, which comprised identifying buildings’ borders in dense urban areas, in a low visibility context.

Solution:

Dividing AOIs in smaller tiles to allow for better zooming, using several basemap layers for comparison and using desktop quality control processes allowed us to deliver a high sensitivity dataset.

Use of Building Footprint

Flod Detection:

Detecting key objects (water, road, building) disaster planning and evacuation plans.

Segmentation of debris for airplane strip check.

Helmets and gear in a factory.

Building Count:

Detecting key objects (water, road, building) disaster planning and evacuation plans.

Segmentation of debris for airplane strip check.

Helmets and gear in a factory.

Urban Developememt:

Detecting key objects (water, road, building) disaster planning and evacuation plans.

Segmentation of debris for airplane strip check.

Helmets and gear in a factory.