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fix(EasyOcrModel): Support the use_gpu pipeline parameter in EasyOcrModel. Initialize easyocr (#282)

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fix(EasyOcrModel): Support the use_gpu pipeline parameter in EasyOcrModel. Initialize easyocr without GPU if MPS is available.

Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com>
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Nikos Livathinos 2024-11-08 16:48:41 +01:00 committed by GitHub
parent 118f162e64
commit 0eb065e9b6
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docling/models/easyocr_model.py
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@ -2,6 +2,7 @@ import logging
from typing import Iterable from typing import Iterable
import numpy import numpy
import torch
from docling_core.types.doc import BoundingBox, CoordOrigin from docling_core.types.doc import BoundingBox, CoordOrigin
from docling.datamodel.base_models import OcrCell, Page from docling.datamodel.base_models import OcrCell, Page
@ -30,8 +31,12 @@ class EasyOcrModel(BaseOcrModel):
"Alternatively, Docling has support for other OCR engines. See the documentation." "Alternatively, Docling has support for other OCR engines. See the documentation."
) )
use_gpu = (
False if torch.backends.mps.is_available() else self.options.use_gpu
)
self.reader = easyocr.Reader( self.reader = easyocr.Reader(
lang_list=self.options.lang, lang_list=self.options.lang,
gpu=use_gpu,
model_storage_directory=self.options.model_storage_directory, model_storage_directory=self.options.model_storage_directory,
download_enabled=self.options.download_enabled, download_enabled=self.options.download_enabled,
) )