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Feat: add support for the Ascend layout recognizer (#10105)
### What problem does this PR solve? Supports Ascend layout recognizer. Use the environment variable `LAYOUT_RECOGNIZER_TYPE=ascend` to enable the Ascend layout recognizer, and `ASCEND_LAYOUT_RECOGNIZER_DEVICE_ID=n` (for example, n=0) to specify the Ascend device ID. Ensure that you have installed the [ais tools](https://gitee.com/ascend/tools/tree/master/ais-bench_workload/tool/ais_bench) properly. ### Type of change - [x] New Feature (non-breaking change which adds functionality)
This commit is contained in:
@ -16,24 +16,28 @@
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import io
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import sys
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import threading
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import pdfplumber
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from .ocr import OCR
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from .recognizer import Recognizer
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from .layout_recognizer import AscendLayoutRecognizer
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from .layout_recognizer import LayoutRecognizer4YOLOv10 as LayoutRecognizer
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from .table_structure_recognizer import TableStructureRecognizer
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LOCK_KEY_pdfplumber = "global_shared_lock_pdfplumber"
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if LOCK_KEY_pdfplumber not in sys.modules:
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sys.modules[LOCK_KEY_pdfplumber] = threading.Lock()
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def init_in_out(args):
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from PIL import Image
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import os
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import traceback
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from PIL import Image
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from api.utils.file_utils import traversal_files
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images = []
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outputs = []
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@ -44,8 +48,7 @@ def init_in_out(args):
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nonlocal outputs, images
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with sys.modules[LOCK_KEY_pdfplumber]:
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pdf = pdfplumber.open(fnm)
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images = [p.to_image(resolution=72 * zoomin).annotated for i, p in
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enumerate(pdf.pages)]
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images = [p.to_image(resolution=72 * zoomin).annotated for i, p in enumerate(pdf.pages)]
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for i, page in enumerate(images):
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outputs.append(os.path.split(fnm)[-1] + f"_{i}.jpg")
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@ -57,10 +60,10 @@ def init_in_out(args):
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pdf_pages(fnm)
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return
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try:
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fp = open(fnm, 'rb')
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fp = open(fnm, "rb")
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binary = fp.read()
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fp.close()
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images.append(Image.open(io.BytesIO(binary)).convert('RGB'))
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images.append(Image.open(io.BytesIO(binary)).convert("RGB"))
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outputs.append(os.path.split(fnm)[-1])
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except Exception:
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traceback.print_exc()
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@ -81,6 +84,7 @@ __all__ = [
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"OCR",
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"Recognizer",
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"LayoutRecognizer",
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"AscendLayoutRecognizer",
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"TableStructureRecognizer",
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"init_in_out",
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]
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