I created an expanded delivery vehicle model building off of the hard work of
sstratoti and with help from
mikelud1. The custom model is trained to recognize
amazon, dhl, fedex, garbage, homedepot, ikea, lowes, target, uhaul, ups, usps, and
walmart.
Sample captures:
delivery truck images
Download link:
delivery.pt (version
1.0 1.1 1.2 1.3 1.4)
Update: Uploaded a version 1.1 to the same link. I was getting some false positives with
ups so I added more images and did additional training. Newer model is also smaller and faster.
Update: Uploaded version
1.2 1.3 with additional training on images for
usps.
Edit: I'm also working on adding
uhaul and perhaps
garbage (truck), though it seems to be prone to false positives on garbage trucks.
Update: Uploaded version 1.4 that now has support for
uhaul and
garbage. For now, I would set detection to 90% on garbage to prevent false positives. If anyone would like to donate some images of garbage trucks, I'll add them and retrain the model.