metadata

language:
  - en
license: cc-by-nc-nd-4.0
task_categories:
  - image-to-text
  - object-detection
tags:
  - code
  - finance
dataset_info:
  features:
    - name: id
      dtype: int32
    - name: image
      dtype: image
    - name: bboxes
      dtype: string
  splits:
    - name: train
      num_bytes: 3152173
      num_examples: 13
  download_size: 3029413
  dataset_size: 3152173

OCR Trains Dataset

The dataset consists of text data obtained through optical character recognition (OCR) technology, which extracts text from images, in this case, the train number.

The dataset be used to train machine learning models for extracting and analyzing text from train-related documents or images, to develop algorithms or models for real-time updates, or building intelligent systems related to trains and transportation.

Get the dataset

This is just an example of the data

Leave a request on https://trainingdata.pro/data-market to discuss your requirements, learn about the price and buy the dataset.

Dataset structure

images - contains of original images of trains
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

Text Detection in Trains' images might be made in accordance with your requirements.

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