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.

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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.

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