nv_labs/c-radio_v4-h#

From Plugin

Note

This is a remotely-sourced model from the cradiov4 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-RADIOv4-H (631M params) - Visual feature extraction model using multi-teacher distillation from SigLIP2, DINOv3, and SAM3. Generates image embeddings and spatial attention features..

Details

  • Model name: nv_labs/c-radio_v4-h

  • Model source: https://huggingface.co/nvidia/C-RADIOv4-H

  • Model author: NVIDIA

  • Model license: NVIDIA Open Model License Agreement

  • Exposes embeddings? yes

  • Tags: embeddings, heatmap

Requirements

  • Packages: torch, torchvision, transformers, timm, open-clip-torch

  • 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/CRADIOv4")
 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_v4-h")
15
16dataset.apply_model(model, label_field="predictions")
17
18session = fo.launch_app(dataset)