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tag-ocr-using-yolov5-tesseract-ocr

Tag OCR using YOLOv5 & Tesseract-OCR

https://github.com/ihpolash/tag-ocr-using-yolov5-tesseract-ocr

Science Score: 44.0%

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    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
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    DOI references
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    Academic publication links
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    Institutional organization owner
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    JOSS paper metadata
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    Scientific vocabulary similarity
    Low similarity (1.5%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Tag OCR using YOLOv5 & Tesseract-OCR

Basic Info
  • Host: GitHub
  • Owner: ihpolash
  • Language: Python
  • Default Branch: main
  • Size: 277 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 3 years ago · Last pushed about 3 years ago
Metadata Files
Readme Contributing Citation

README.md

Tag-OCR-using-YOLOv5-Tesseract-OCR

YOLOv5 is used to detect the tag from the images & Tesseract-OCR is used for extract text from the detected tag part & update the excel file accordingly.

Owner

  • Name: Ismail Hossain Polas
  • Login: ihpolash
  • Kind: user
  • Location: Brisbane, Queensland, Australia
  • Company: AMAG

Sr. Computer Vision Engineer, AMAG B.Sc. in EEE, BUET, Dhaka, BD

Citation (CITATION.cff) 

cff-version: 1.2.0
preferred-citation:
  type: software
  message: If you use YOLOv5, please cite it as below.
  authors:
  - family-names: Jocher
    given-names: Glenn
    orcid: "https://orcid.org/0000-0001-5950-6979"
  title: "YOLOv5 by Ultralytics"
  version: 7.0
  doi: 10.5281/zenodo.3908559
  date-released: 2020-5-29
  license: GPL-3.0
  url: "https://github.com/ultralytics/yolov5"

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Dependencies

utils/docker/Dockerfile docker
  • nvcr.io/nvidia/pytorch 22.11-py3 build
utils/google_app_engine/Dockerfile docker
  • gcr.io/google-appengine/python latest build
requirements.txt pypi
  • Pillow >=7.1.2
  • PyYAML >=5.3.1
  • gitpython *
  • ipython *
  • matplotlib >=3.2.2
  • numpy >=1.18.5
  • opencv-python >=4.1.1
  • pandas >=1.1.4
  • psutil *
  • requests >=2.23.0
  • scipy >=1.4.1
  • seaborn >=0.11.0
  • tensorboard >=2.4.1
  • thop >=0.1.1
  • torchvision >=0.8.1
  • tqdm >=4.64.0
utils/google_app_engine/additional_requirements.txt pypi
  • Flask ==1.0.2
  • gunicorn ==19.9.0
  • pip ==21.1