microsoft/GUI-Actor-7B-Qwen2.5-VL

Note

This is a remotely-sourced model from the gui_actor 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.

GUI-Actor is Coordinate-Free Visual Grounding for GUI Agents.

Details

• Model name: microsoft/GUI-Actor-7B-Qwen2.5-VL

• Model source: https://huggingface.co/microsoft/GUI-Actor-7B-Qwen2.5-VL

• Model author: Microsoft

• Model license: MIT

• Exposes embeddings? no

• Tags: keypoints, visual-agent

Requirements

• Packages: huggingface-hub, transformers, torch, torchvision, qwen-vl-utils, accelerate

• CPU support

  • yes

• GPU support

  • yes

Example usage

import fiftyone as fo
import fiftyone.zoo as foz

foz.register_zoo_model_source("https://github.com/harpreetsahota204/gui_actor")

dataset = foz.load_zoo_dataset(
    "coco-2017",
    split="validation",
    dataset_name=fo.get_default_dataset_name(),
    max_samples=50,
    shuffle=True,
)

model = foz.load_zoo_model("microsoft/GUI-Actor-7B-Qwen2.5-VL")

dataset.apply_model(model, label_field="predictions")

session = fo.launch_app(dataset)