Datasets:
Commit
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c1a4565
1
Parent(s):
49993d7
Update DocLayNet-small.py
Browse files- DocLayNet-small.py +13 -14
DocLayNet-small.py
CHANGED
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@@ -129,7 +129,6 @@ class DocLayNet(datasets.GeneratorSmalldBuilder):
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"coco_height": datasets.Value("int32"), # with in pixels in PNG and COCO format
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"collection": datasets.Value("string"), # sub-collection name
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"doc_category": datasets.Value("string"), # category type of the document
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}
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)
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@@ -196,7 +195,7 @@ class DocLayNet(datasets.GeneratorSmalldBuilder):
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bboxes_block = []
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bboxes_line = []
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categories = []
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# get json
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file_path = os.path.join(ann_dir, file)
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with open(file_path, "r", encoding="utf8") as f:
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@@ -213,18 +212,6 @@ class DocLayNet(datasets.GeneratorSmalldBuilder):
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with open(pdf_path, "rb") as pdf_file:
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pdf_bytes = pdf_file.read()
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pdf_encoded_string = base64.b64encode(pdf_bytes)
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# get all metadadata
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page_hash = data["metadata"]["page_hash"]
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original_filename = data["metadata"]["original_filename"]
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page_no = data["metadata"]["page_no"]
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num_pages = data["metadata"]["num_pages"]
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original_width = data["metadata"]["original_width"]
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original_height = data["metadata"]["original_height"]
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coco_width = data["metadata"]["coco_width"]
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coco_height = data["metadata"]["coco_height"]
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collection = data["metadata"]["collection"]
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doc_category = data["metadata"]["doc_category"]
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for item in data["form"]:
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text_example, category_example, bbox_block_example, bbox_line_example = item["text"], item["category"], item["box"], item["box_line"]
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@@ -233,4 +220,16 @@ class DocLayNet(datasets.GeneratorSmalldBuilder):
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bboxes_block.append(bbox_block_example)
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bboxes_line.append(bbox_line_example)
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yield guid, {"id": str(guid), "texts": texts, "bboxes_block": bboxes_block, "bboxes_line": bboxes_line, "categories": categories, "image": image, "pdf": pdf_encoded_string, "page_hash": page_hash, "original_filename": original_filename, "page_no": page_no, "num_pages": num_pages, "original_width": original_width, "original_height": original_height, "coco_width": coco_width, "coco_height": coco_height, "collection": collection, "doc_category": doc_category}
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"coco_height": datasets.Value("int32"), # with in pixels in PNG and COCO format
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"collection": datasets.Value("string"), # sub-collection name
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"doc_category": datasets.Value("string"), # category type of the document
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}
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)
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bboxes_block = []
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bboxes_line = []
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categories = []
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# get json
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file_path = os.path.join(ann_dir, file)
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with open(file_path, "r", encoding="utf8") as f:
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with open(pdf_path, "rb") as pdf_file:
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pdf_bytes = pdf_file.read()
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pdf_encoded_string = base64.b64encode(pdf_bytes)
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for item in data["form"]:
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text_example, category_example, bbox_block_example, bbox_line_example = item["text"], item["category"], item["box"], item["box_line"]
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bboxes_block.append(bbox_block_example)
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bboxes_line.append(bbox_line_example)
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# get all metadadata
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page_hash = data["metadata"]["page_hash"]
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original_filename = data["metadata"]["original_filename"]
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page_no = data["metadata"]["page_no"]
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num_pages = data["metadata"]["num_pages"]
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original_width = data["metadata"]["original_width"]
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original_height = data["metadata"]["original_height"]
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coco_width = data["metadata"]["coco_width"]
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coco_height = data["metadata"]["coco_height"]
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collection = data["metadata"]["collection"]
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doc_category = data["metadata"]["doc_category"]
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yield guid, {"id": str(guid), "texts": texts, "bboxes_block": bboxes_block, "bboxes_line": bboxes_line, "categories": categories, "image": image, "pdf": pdf_encoded_string, "page_hash": page_hash, "original_filename": original_filename, "page_no": page_no, "num_pages": num_pages, "original_width": original_width, "original_height": original_height, "coco_width": coco_width, "coco_height": coco_height, "collection": collection, "doc_category": doc_category}
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