Railway Transport Numbers OCR Dataset

# OCR Trains - Object Detection Dataset

The dataset consists of text data obtained through optical character recognition (OCR) technology, which extracts text from images, in this case, **the train number**.

# 💴 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=kaggle&utm_medium=cpc&utm_campaign=ocr-trains-dataset)** to buy the dataset

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.

.png?generation=1691732664604021&alt=media)

# Dataset structure
- **images** - contains of original images of trains
- **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

# Text Detection in Trains' images might be made in accordance with your requirements.

# 💴 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=kaggle&utm_medium=cpc&utm_campaign=ocr-trains-dataset)** to discuss your requirements, learn about the price and buy the dataset

## **[TrainingData](https://trainingdata.pro/datasets/train-numbers?utm_source=kaggle&utm_medium=cpc&utm_campaign=ocr-trains-dataset)** provides high-quality data annotation tailored to your needs

*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*

### OCR Trains - 目标检测数据集
本数据集包含通过光学字符识别（OCR）技术获取的文本数据，该技术从图像中提取文本，在本例中为**列车编号**。

# 💴 商业用途：如需讨论需求、了解价格并购买数据集，请在[TrainingData](https://trainingdata.pro/datasets/train-numbers?utm_source=kaggle&utm_medium=cpc&utm_campaign=ocr-trains-dataset)上提交购买请求。
数据集可用于训练机器学习模型，以从与列车相关的文档或图像中提取和分析文本，开发实时更新算法或模型，或构建与列车和交通相关的智能系统。

.png?generation=1691732664604021&alt=media)

# 数据集结构
- **images** - 包含列车原始图像
- **annotations.xml** - 包含边界框坐标和指示文本，为原始照片创建

# 数据格式
`images`文件夹中的每张图像均由`annotations.xml`文件中的XML标注伴随，指示文本检测的边界框坐标。对于每个点，均提供x和y坐标。

# XML文件结构示例

# 列车图像中的文本检测可根据您的需求进行。

# 💴 购买数据集：此仅为数据示例。请在[https://trainingdata.pro/datasets](https://trainingdata.pro/datasets/train-numbers?utm_source=kaggle&utm_medium=cpc&utm_campaign=ocr-trains-dataset)上提交购买请求，以讨论需求、了解价格并购买数据集。
## [TrainingData](https://trainingdata.pro/datasets/train-numbers?utm_source=kaggle&utm_medium=cpc&utm_campaign=ocr-trains-dataset) 提供定制化的高质量数据标注服务。
*关键词：铁路数据集，全球铁路，列车交通，铁路网络，铁路运输，交通，铁路，OCR标注数据集，文本检测，文本识别，光学字符识别，计算机视觉数据集，图像数据集，图像到文本数据集，检测文本行，目标检测，深度文本识别，文本区域检测，文本提取，图像数据集，图像到文本*