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{"gt_parse": {"text_sequence": "and are sti ll pop ular t oday . He stu died Jos ef Hoff mann a nd the Wie ner W erkst tte an d for a pe riod of tim e worked under Eli el Saari nen. He also gained i nspi ratio n f rom Geb rder Thonet. During t he la te 1 920s and 1 930s he w orking clos ely with Aino Aal to als o f oc us ing mu ch of his e nerg"}}
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{"gt_parse": {"text_sequence": "year i n the U nite d Stat es and 1983 i n inter natio nal markets.Ra mbler cars were often n icknamed the \" Kenosha Cadill ac\" aft er the original loca tion and the largest place of manufacture in the city of Kenosha, Wisconsin.The first use of the n ame Rambler for an American made automobi le dates to 1897 when Thomas B. Jeffery of Chicago, Illinois and builder of the Rambler bicycle, constructed his first prototype automobile.After receiving positive r eviews at the 1899 Chicago Interna tional Exhibition &amp Tour nament and the first National Automobil"}}
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{"gt_parse": {"text_sequence": "ured in the US account for a large share of han dguns seized in Japan foll owed by han dguns manufactu red in China and i n the Philippines . In 1990 a Smit h &amp Wes son .38 caliber revolver tha t cost $275 in t he US could sel l for up to $400 0 in Toky o. By 19 97 it w ould s ell for o nly $5 00 due to the proliferation of guns in Japan during the 1990s.The FBI suspects that the Yakuza use various op erations to launder mo ney in the U.S.In 2001 the FBI's representative in Tokyo arranged for Tadamasa Goto the head of the group Goto-gumi to receive a liver transplant a t the UCLA Medica l Center i n the Unit ed States i"}}
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{"gt_parse": {"text_sequence": "arse. Liv estock were slaughte red at the begin ning o f wint er. Beef was often sa lted, whi le pork was sal ted and smok ed. Bacon and sausages would b e s moke d in"}}
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{"gt_parse": {"text_sequence": "ut Marko.Racing career.Beginnings.Rindt drove his first race at the \"Flugplatzrennen\" in 1961 in his grandmother's Simca Montlhry. After missing t he official application period he only entered after a friendly high-ranking motorsport functiona ry from Graz intervened on his behalf. During the race he was black flagge d for his dangerous driving style and therefore disqualified he did not immed iately return to the pit lane as he was unaware of the regul ations. Rindt entered sev eral ralli es with hi s Simca b ut did not ac hieve good re sults. It w as only when he was pr ovided with a race- prepared Alfa R omeo GT 130 0 at cost price and wit h free servicing b y a local deale r that he becam e more successful. In the Alfa Rom eo he achieved eight victori es.In 1963 Rindt switched to Form ula Junior with th e assistance"}}
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SynthDoG detection πŸ•

OCR annotations with bounding boxes for synthdog-en generated with PaddleOcr.

image

This dataset contains annotations where the bounding boxes have the following formats:

  • 2_coord: [(xmin, ymin), (xmax,ymax)]
  • 2_coord: [(xmin/w, ymin/h), (xmax/w,ymax/h)] normalized version of 2_coord where (h, w) are the image height and width
  • 4_coord: [(x1, y1), (x2,y2), (x3,y3), (x4, y4)] all corners of the rectangle enclosing the text span
  • 4_coord_norm: [(x1/w, y1/h), (x2/w,y2/h), (x3/w,y3/h), (x4/w, y4/h)] normalized version of 4_coord

Usage

from datasets import load_dataset

ds = load_dataset("nnethercott/synthdog-en-detection", split="train[:101]")

to visualize the boxes

from PIL import ImageDraw

sample = ds[-1]
img, boxes = sample['image'], sample['2_coord']

draw = ImageDraw.Draw(img)
for item in boxes:
    draw.rectangle([tuple(xy) for xy in item['coord']], outline='red')

img.save('sample.jpg')

How to Cite

Always cite the original authors ! This dataset is just an annotated version of Clova AI's synthdog dataset. If you find this work useful to you, please cite them:

@inproceedings{kim2022donut,
  title     = {OCR-Free Document Understanding Transformer},
  author    = {Kim, Geewook and Hong, Teakgyu and Yim, Moonbin and Nam, JeongYeon and Park, Jinyoung and Yim, Jinyeong and Hwang, Wonseok and Yun, Sangdoo and Han, Dongyoon and Park, Seunghyun},
  booktitle = {European Conference on Computer Vision (ECCV)},
  year      = {2022}
}
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