Running inference over .tif in tf_od_predict.py

[Geo-Trackers]

Can I run inference over the image tiles which is in .tif format?

Thank you. I look forward to hear from you.

Best,

Suman

[Geoyi]

@Geo-Trackers, yes, you can run the inference over the image tile in tif format, and the main script is this line. You can replace .jpg with .tif.

[Geo-Trackers]

@Geoyi Thank you for your reply. While running inference over .tif files, can we still preserve the coordinates during the detection process?

Best,
Suman

[Geoyi]

Yes, @Geo-Trackers. But it's not very straightforward.

When you use Label Maker to generate .tif tile, each tile come with an ID, e.g. 207692-115930-18.tif, you can use Mercantile e.g., mercantile.bounds to get the tile geo-coordinates, and each bbox within the tile can be computed through their associated location in within a tile if that makes sense.