paddle-ocr-v6-medium-det-torch

PP-OCRv6 medium text detection model that locates text regions in images.

Details

• Model name: paddle-ocr-v6-medium-det-torch

• Model source: https://huggingface.co/collections/PaddlePaddle/pp-ocrv6

• Model author: PaddlePaddle Authors

• Model license: Apache 2.0

• Model size: 83.94 MB

• Exposes embeddings? no

• Tags: detection, ocr, torch

Requirements

• Packages: torch, paddleocr>=3.7, transformers>=5.13

• CPU support

  • yes

• GPU support

  • yes

Example usage

import fiftyone as fo
import fiftyone.zoo as foz

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("paddle-ocr-v6-medium-det-torch")

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

session = fo.launch_app(dataset)