Datasets:
File size: 2,044 Bytes
1f82aa3 d9c3145 1f82aa3 d9c3145 525e67b d9c3145 44074a3 7341a15 44074a3 7341a15 44074a3 9e9b630 d9c3145 1f82aa3 c157808 1f82aa3 c157808 1f82aa3 c157808 1f82aa3 c157808 |
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 |
---
license: apache-2.0
task_categories:
- object-detection
pretty_name: Credit Card V0.3 Dataset
size_categories:
- 1K<n<10K
configs:
- config_name: default
data_files:
- split: train
path: images/train/train.jsonl
- split: test
path: images/test/test.jsonl
- split: validation
path: images/val/val.jsonl
tags:
- finance
---
# Synthetic Credit Card Dataset
## Overview
This repository contains a synthetic dataset of credit card images designed for training and validating machine learning models, specifically using the YOLOv8 object detection model. The dataset consists of 3000 items for training and 1000 items for validation and testing. Each image is 800x800 in JPG format and is accompanied by the necessary annotation files for YOLOv8 and Hugging Face.
## Dataset Features
- **Total Items**: 5000
- **Training**: 3000 items
- **Validation**: 1000 items
- **Testing**: 1000 items
- **Image Format**: JPG
- **Image Size**: 800x800 pixels
- **Annotations**: Provided for YOLOv8 and Hugging Face in JSONL format
## Annotations
### YOLOv8
The annotation files for YOLOv8 are generated as per the [YOLOv8 dataset requirements](https://docs.ultralytics.com/datasets/detect/). Each image has a corresponding `.txt` file with the bounding box coordinates.
### Hugging Face
The annotation files for Hugging Face are generated in JSONL format as per the [Hugging Face image dataset documentation](https://huggingface.co/docs/datasets/en/image_dataset).
## License
This dataset is licensed under the Apache License Version 2.0.
## Contributions
We welcome contributions from the community. If you plan to use this dataset or modified versions in a product, research project, or any other initiative that adds value, please notify us. This helps us maintain a record of users and allows us to acknowledge your contributions on our website.
## Contact
For any inquiries or further information, please contact us at [[email protected]](mailto:[email protected]).
|