Light Colored Roof -> False Negative

[petercblack]

Hi, I've noticed a lot of missing buildings that have white roofs. Take the example below from suburban Dallas, Texas

The ML algo seems to miss a lot of these types of roofs, and was wondering if the algo could be trained to capture them more frequently.

[andwoi]

@petercblack thanks for pointing this out. This is definitely an area of improvement as well as training improvement! Can you share either a bounding box or coordinates for this image?

[petercblack]

Thanks @andwoi. There are many places all over the globe where this is an issue. I'll post some bboxes below from the Dallas region
33.122678°, -96.108806° : 33.12349°, -96.107435°
32.920501°, -96.454782° : 32.921537°, -96.453033°
32.920501°, -96.454782° : 32.921537°, -96.453033°