Commit
·
58f9176
1
Parent(s):
ffbc7eb
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,44 @@
|
|
| 1 |
---
|
| 2 |
license: cc-by-nc-nd-4.0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
license: cc-by-nc-nd-4.0
|
| 3 |
+
task_categories:
|
| 4 |
+
- image-to-text
|
| 5 |
+
- object-detection
|
| 6 |
+
language:
|
| 7 |
+
- en
|
| 8 |
+
tags:
|
| 9 |
+
- code
|
| 10 |
+
- finance
|
| 11 |
---
|
| 12 |
+
|
| 13 |
+
# OCR Trains Dataset
|
| 14 |
+
|
| 15 |
+
The dataset consists of text data obtained through optical character recognition (OCR) technology, which extracts text from images, in this case, **the train number**.
|
| 16 |
+
|
| 17 |
+
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.
|
| 18 |
+
|
| 19 |
+
.png?generation=1691732664604021&alt=media)
|
| 20 |
+
|
| 21 |
+
# Get the Dataset
|
| 22 |
+
|
| 23 |
+
### This is just an example of the data
|
| 24 |
+
|
| 25 |
+
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
|
| 26 |
+
|
| 27 |
+
# Dataset structure
|
| 28 |
+
- **images** - contains of original images of trains
|
| 29 |
+
- **annotations.xml** - contains coordinates of the bounding boxes and indicated text, created for the original photo
|
| 30 |
+
|
| 31 |
+
# Data Format
|
| 32 |
+
|
| 33 |
+
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.
|
| 34 |
+
|
| 35 |
+
# Example of XML file structure
|
| 36 |
+
|
| 37 |
+
|
| 38 |
+
# Text Detection in Trains' images might be made in accordance with your requirements.
|
| 39 |
+
|
| 40 |
+
## **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface)** provides high-quality data annotation tailored to your needs
|
| 41 |
+
|
| 42 |
+
More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**
|
| 43 |
+
|
| 44 |
+
TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets**
|