nv_labs/c-radio_v3-l#
Note
This is a remotely-sourced model from the NVLabs_CRADIOV3 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.
C-RADIOv3-L model (ViT-L/16)).
Details
Model name:
nv_labs/c-radio_v3-lModel source: NVlabs/RADIO
Model author: NVIDIA
Model license: NVIDIA Source Code License-NC
Exposes embeddings? yes
Tags:
embeddings, heatmap
Requirements
Packages:
torch, torchvisionCPU 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/NVLabs_CRADIOV3")
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("nv_labs/c-radio_v3-l")
15
16dataset.apply_model(model, label_field="predictions")
17
18session = fo.launch_app(dataset)