Hugging Face's logo

Datasets:
TrainingDataPro
/
ocr-trains-dataset

Tasks:
Image-to-Text
Object Detection
Languages:
English
Tags:
code
finance
License:
Dataset card Files Community
ocr-trains-dataset
File size: 2,419 Bytes 
b3aad81
1f717d1
 
b3aad81
58f9176
 
 
 
 
 
1f717d1
 
 
 
 
 
 
 
 
 
 
 
 
 
b3aad81
58f9176
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
 
---
language:
- en
license: cc-by-nc-nd-4.0
task_categories:
- image-to-text
- object-detection
tags:
- code
- finance
dataset_info:
  features:
  - name: id
    dtype: int32
  - name: image
    dtype: image
  - name: bboxes
    dtype: string
  splits:
  - name: train
    num_bytes: 3152173
    num_examples: 13
  download_size: 3029413
  dataset_size: 3152173
---

# OCR Trains 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**.

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.

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F6f666e7539bfbca9f54f2226631bddda%2FMacBook%20Air%20-%201%20(1).png?generation=1691732664604021&alt=media)

# Get the Dataset

### This is just an example of the data

Contact us via **[[email protected]](mailto:[email protected])** or leave a request on **[https://trainingdata.pro/data-market](https://trainingdata.pro/data-market?utm_source=huggingface)** to discuss your requirements, learn about the price and buy the dataset 

# 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
![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2Fd2280c211ef5a497b7ebca335ac8bf14%2Fcarbon.png?generation=1691732266424062&alt=media)

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

## **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface)** provides high-quality data annotation tailored to your needs

More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**

TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets**