depth-anything-v3-mono-large-torch#

Depth Anything V3 monocular model with relative depth and sky segmentation.

Details

  • Model name: depth-anything-v3-mono-large-torch

  • Model source: ByteDance-Seed/Depth-Anything-3

  • Model author: Lihe Yang, et al.

  • Model license: CC BY-NC 4.0

  • Model size: 1.24 GB

  • Exposes embeddings? no

  • Tags: depth, 3d, torch, transformer, sky

Requirements

  • Packages: torch, torchvision

  • CPU support

    • yes

  • GPU support

    • yes

Example usage

 1import fiftyone as fo
 2import fiftyone.zoo as foz
 3
 4dataset = foz.load_zoo_dataset(
 5    "coco-2017",
 6    split="validation",
 7    dataset_name=fo.get_default_dataset_name(),
 8    max_samples=50,
 9    shuffle=True,
10)
11
12model = foz.load_zoo_model("depth-anything-v3-mono-large-torch")
13
14dataset.apply_model(model, label_field="predictions")
15
16session = fo.launch_app(dataset)