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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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- finance |
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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: image |
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dtype: image |
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- name: bboxes |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 3152173 |
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num_examples: 13 |
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download_size: 3029413 |
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dataset_size: 3152173 |
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--- |
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# OCR Trains - Object Detection Dataset |
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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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# 💴 For Commercial Usage: To discuss your requirements, learn about the price and buy the dataset, leave a request on **[TrainingData](https://trainingdata.pro/datasets/train-numbers?utm_source=huggingface&utm_medium=cpc&utm_campaign=ocr-trains-dataset)** to buy the dataset |
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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. |
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# Dataset structure |
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- **images** - contains of original images of trains |
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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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# Text Detection in Trains' images 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/train-numbers?utm_source=huggingface&utm_medium=cpc&utm_campaign=ocr-trains-dataset)** to discuss your requirements, learn about the price and buy the dataset |
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## **[TrainingData](https://trainingdata.pro/datasets/train-numbers?utm_source=huggingface&utm_medium=cpc&utm_campaign=ocr-trains-dataset)** 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: railways dataset, global railways, train traffic, rail network, rail transport, transportation, railroad, 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* |
