PerceptronAI/Isaac-0.2-1B#

From Plugin

Note

This is a remotely-sourced model from the isaac-0_2 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.

Isaac 0.2 1B is an open-source, 1B-parameter model built for real-world applications. Isaac 0.2 is part of Perceptron AI’s family of models built to be the intelligence layer for the physical world..

Details

  • Model name: PerceptronAI/Isaac-0.2-1B

  • Model source: https://huggingface.co/PerceptronAI/Isaac-0.2-1B

  • Model author: PerceptronAI

  • Model license: Creative Commons Attribution Non Commercial 4.0

  • Exposes embeddings? no

  • Tags: detection, ocr, VLM, classification, zero-shot

Requirements

  • Packages: huggingface-hub, transformers, accelerate, torch, torchvision, perceptron

  • 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/perceptron-ai-inc/fiftyone-isaac-0_2")
 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("PerceptronAI/Isaac-0.2-1B")
15
16dataset.apply_model(model, label_field="predictions")
17
18session = fo.launch_app(dataset)