| | --- |
| | language: |
| | - en |
| | license: cc-by-nc-nd-4.0 |
| | task_categories: |
| | - image-to-text |
| | - object-detection |
| | tags: |
| | - OCR |
| | - bib number detection |
| | - running races |
| | - bib detector |
| | - racing bib number recognition |
| | dataset_info: |
| | features: |
| | - name: id |
| | dtype: int32 |
| | - name: name |
| | dtype: string |
| | - name: image |
| | dtype: image |
| | - name: mask |
| | dtype: image |
| | - name: width |
| | dtype: uint16 |
| | - name: height |
| | dtype: uint16 |
| | - name: shapes |
| | sequence: |
| | - name: label |
| | dtype: |
| | class_label: |
| | names: |
| | '0': number |
| | - name: type |
| | dtype: string |
| | - name: points |
| | sequence: |
| | sequence: float32 |
| | - name: rotation |
| | dtype: float32 |
| | - name: attributes |
| | sequence: |
| | - name: name |
| | dtype: string |
| | - name: text |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 106715580 |
| | num_examples: 30 |
| | download_size: 105575371 |
| | dataset_size: 106715580 |
| | --- |
| | # 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. |
| |
|
| | # 💴 For Commercial Usage: To discuss your requirements, learn about the price and buy the dataset, leave a request on **[our website](https://unidata.pro/datasets/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=race-numbers-detection-and-ocr)** to buy the dataset |
| |
|
| | 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. |
| |
|
| | .png?generation=1694175985579731&alt=media) |
| |
|
| | # 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 |
| | .png?generation=1694175850461006&alt=media) |
| |
|
| | # Race Numbers Detection might be made in accordance with your requirements. |
| |
|
| | # 💴 Buy the Dataset: This is just an example of the data. Leave a request on **[our website](https://unidata.pro/datasets/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=race-numbers-detection-and-ocr)** to discuss your requirements, learn about the price and buy the dataset |
| |
|
| | Leave a request on [our website](https://unidata.pro/datasets/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=race-numbers-detection-and-ocr) to discuss your requirements, learn about the price and buy the dataset. |
| |
|
| | ## [Our Team](https://unidata.pro/datasets/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=race-numbers-detection-and-ocr) provides high-quality data annotation tailored to your needs |
| |
|
| | *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* |
