README.md

metadata

language:
  - en
license: cc-by-nc-nd-4.0
task_categories:
  - image-to-text
  - object-detection
tags:
  - code
  - biology
dataset_info:
  features:
    - name: id
      dtype: int32
    - name: name
      dtype: string
    - name: image
      dtype: image
    - name: mask
      dtype: image
    - name: width
      dtype: uint16
    - name: height
      dtype: uint16
    - name: shapes
      sequence:
        - name: label
          dtype:
            class_label:
              names:
                '0': number
        - name: type
          dtype: string
        - name: points
          sequence:
            sequence: float32
        - name: rotation
          dtype: float32
        - name: attributes
          sequence:
            - name: name
              dtype: string
            - name: text
              dtype: string
  splits:
    - name: train
      num_bytes: 106715580
      num_examples: 30
  download_size: 105575371
  dataset_size: 106715580

OCR Race Numbers Object Detection dataset

The dataset consists of photos of runners, participating in various races. Each photo captures a runner wearing a race number on their attire.

The dataset provides bounding boxes annotations indicating the location of the race number in each photo and includes corresponding OCR annotations, where the digit sequences on the race numbers are transcribed.

💴 For Commercial Usage: To discuss your requirements, learn about the price and buy the dataset, leave a request on TrainingData to buy the dataset

This dataset combines the domains of sports, computer vision, and OCR technology, providing a valuable resource for advancing the field of race number detection and OCR in the context of athletic events.

Dataset structure

• images - contains of original images of athletes
• boxes - includes bounding box labeling for the original images
• annotations.xml - contains coordinates of the bounding boxes and indicated text, created for the original photo

Data Format

Each image from images folder is accompanied by an XML-annotation in the annotations.xml file indicating the coordinates of the bounding boxes for text detection. For each point, the x and y coordinates are provided.

Example of XML file structure

Race Numbers Detection might be made in accordance with your requirements.

💴 Buy the Dataset: This is just an example of the data. Leave a request on https://trainingdata.pro/datasets to discuss your requirements, learn about the price and buy the dataset

TrainingData provides high-quality data annotation tailored to your needs

More datasets in TrainingData's Kaggle account: https://www.kaggle.com/trainingdatapro/datasets

TrainingData's GitHub: https://github.com/Trainingdata-datamarket/TrainingData_All_datasets

keywords: bib number detection, bib detector, rbn, running races, marathons, racing bib number recognition, ocr annotations dataset, text detection, text recognition, optical character recognition, computer vision dataset, image dataset, image-to-text dataset, detecting text-lines, object detection, deep-text-recognition, text area detection, text extraction, images dataset, image-to-text, image classification