Kitti Model has a very small max depth
In the configuration it says
"""
"bin_configurations": [
{
"max_depth": 10.0,
"min_depth": 0.001,
"n_bins": 64,
"name": "nyu"
}
"""
Isn't this the NYU model instead of KITTI? Additionally, I tested the depth prediction on image with a highway, but the maximum depth was within the 10 meter range instead of the expected 80 meters.
Thanks for flagging. Here's the conversion script I used to upload this model: https://github.com/huggingface/transformers/blob/main/src/transformers/models/zoedepth/convert_zoedepth_to_hf.py. As can be seen here, the bin_configurations is set to "nyu" even for the Kitti model.
I think the name of the bin_conigurations doesn't really matter as it's just used as a key inside the model: https://github.com/huggingface/transformers/blob/2c3a44f9a769e98597d62ecdc7383785318be5a2/src/transformers/models/zoedepth/modeling_zoedepth.py#L1015.
Would be cool to double-check the conversion script.