OCR Trains - Object Detection 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.

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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.

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.

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