RBNR - Racing Bib Number Recognition. used to identify the competitor among thousands of others during the race. Our system receives a set of natural images taken in running sport events and outputs the participants' RBNs.
Using machine learning algorithms, including OpenCV, NIVIDIA's cuDNN, & Darknet's YOLOv4 to detect numbers on racing bibs found in natural image scene.
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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 ...
Abstract. This research investigates the use of deep convolutional neural networks for racing bib number recognition in sport images.
The goal of this project is to use machine learning to build a model that can identify a racer's bib number in the chute after the finish line.
An automatic system for racing bib number (RBN) recognition in natural image collections covering running races such as marathons is proposed and its ...
A Dataset for Runner Bib Number Detection (and Recognition) in the ...
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Abstract: Racing bib number (RBN) detection and recognition is a specific problem related to text recognition in natural scenes.
HOW DOES IT WORK? Photographers upload photos into the RunnerTag web-based dashboard. Bib numbers are assigned using computer vision and artificial intelligence ...
Feb 16, 2019 · Marathon Bib Identification and Recognition Using deep learning and image processing to recognize numbers from a marathon bib.
We propose an automatic system for racing bib number (RBN) recognition in natural image collections covering running races such as marathons.