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--- |
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language: |
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- en |
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license: cc-by-nc-nd-4.0 |
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task_categories: |
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- image-to-text |
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- object-detection |
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tags: |
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- code |
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- biology |
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dataset_info: |
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features: |
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- name: id |
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dtype: int32 |
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- name: name |
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dtype: string |
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- name: image |
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dtype: image |
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- name: mask |
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dtype: image |
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- name: width |
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dtype: uint16 |
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- name: height |
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dtype: uint16 |
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- name: shapes |
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sequence: |
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- name: label |
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dtype: |
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class_label: |
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names: |
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'0': number |
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- name: type |
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dtype: string |
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- name: points |
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sequence: |
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sequence: float32 |
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- name: rotation |
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dtype: float32 |
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- name: attributes |
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sequence: |
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- name: name |
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dtype: string |
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- name: text |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 106715580 |
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num_examples: 30 |
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download_size: 105575371 |
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dataset_size: 106715580 |
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--- |
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# OCR Race Numbers Object Detection dataset |
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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. |
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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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# 💴 For Commercial Usage: To discuss your requirements, learn about the price and buy the dataset, leave a request on **[TrainingData](https://trainingdata.pro/datasets/racing-bib-number-recognition?utm_source=huggingface&utm_medium=cpc&utm_campaign=race-numbers-detection-and-ocr)** to buy the dataset |
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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. |
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.png?generation=1694175985579731&alt=media) |
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# Dataset structure |
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- **images** - contains of original images of athletes |
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- **boxes** - includes bounding box labeling for the original images |
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- **annotations.xml** - contains coordinates of the bounding boxes and indicated text, created for the original photo |
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# Data Format |
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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. |
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# Example of XML file structure |
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.png?generation=1694175850461006&alt=media) |
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# Race Numbers Detection might be made in accordance with your requirements. |
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# 💴 Buy the Dataset: This is just an example of the data. Leave a request on **[https://trainingdata.pro/datasets](https://trainingdata.pro/datasets/racing-bib-number-recognition?utm_source=huggingface&utm_medium=cpc&utm_campaign=race-numbers-detection-and-ocr)** to discuss your requirements, learn about the price and buy the dataset |
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## **[TrainingData](https://trainingdata.pro/datasets/racing-bib-number-recognition?utm_source=huggingface&utm_medium=cpc&utm_campaign=race-numbers-detection-and-ocr)** provides high-quality data annotation tailored to your needs |
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More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets** |
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TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets** |
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*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* |
