Apple/SHARP#

From Plugin

Note

This is a remotely-sourced model from the apple_sharp plugin, maintained by the community. It is not part of FiftyOne core and may have special installation requirements. Please review the plugin documentation and license before use.

SHARP is an approach to photorealistic view synthesis from a single image. Given a single photograph, SHARP regresses the parameters of a 3D Gaussian representation of the depicted scene..

Details

  • Model name: Apple/SHARP

  • Model source: https://huggingface.co/apple/Sharp

  • Model author: Apple

  • Model license: Apple Model License for Research

  • Exposes embeddings? no

  • Tags: threed

Requirements

  • Packages: sharp@git+https://github.com/apple/ml-sharp, torch, torchvision

  • CPU support

    • yes

  • GPU support

    • yes

Example usage

 1import fiftyone as fo
 2import fiftyone.zoo as foz
 3
 4foz.register_zoo_model_source("https://github.com/harpreetsahota204/apple_sharp")
 5
 6dataset = foz.load_zoo_dataset(
 7    "coco-2017",
 8    split="validation",
 9    dataset_name=fo.get_default_dataset_name(),
10    max_samples=50,
11    shuffle=True,
12)
13
14model = foz.load_zoo_model("Apple/SHARP")
15
16dataset.apply_model(model, label_field="predictions")
17
18session = fo.launch_app(dataset)