Softy-lines/Pixel-Digit-Captcha-Data
收藏Hugging Face2024-05-08 更新2024-06-12 收录
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https://hf-mirror.com/datasets/Softy-lines/Pixel-Digit-Captcha-Data
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资源简介:
---
license: apache-2.0
---# Dataset Card for Pixel Digit Captcha Data
## Dataset Details
- **Dataset Name:** Pixel Digit Captcha Data
- **Number of Images:** [1370]
- **Number of Digits per Image:** 5
- **Digit Representation:** Pixel values
- **Data Organization:** Organized captcha images
## About Dataset
The Pixel Digit Captcha Data is a collection of organized captcha images, each containing five organized digits represented by pixels. These images are designed to resemble the captchas commonly encountered online for user authentication. The dataset includes a variety of digit styles and arrangements to mimic real-world challenges.
### Data Characteristics
- **Digit Styles:** The dataset includes a variety of styles for the digits, simulating the diversity found in real captchas.
- **Digit Arrangements:** The digits are arranged in different configurations within each image, providing varied challenges for captcha recognition algorithms.
- **Labeling:** Each image comes with labeled digits for supervised learning, facilitating algorithm training and evaluation.
## Potential Uses
This dataset is valuable for:
- Training captcha recognition algorithms.
- Evaluating the performance of captcha recognition systems.
- Developing and testing algorithms for online security and user verification.
## Dataset Author
[Saidi Souhaieb]
## Citation
[Include citation information if applicable.]
提供机构:
Softy-lines
原始信息汇总
数据集概述
数据集名称
- 名称: Pixel Digit Captcha Data
数据集详情
- 图像数量: 1370
- 每图像数字数量: 5
- 数字表示: 像素值
- 数据组织形式: 组织化的验证码图像
数据特性
- 数字样式: 包含多种数字样式,模拟真实验证码的多样性。
- 数字排列: 数字在图像中的排列方式多样,为验证码识别算法提供不同挑战。
- 标注: 每张图像均附有标注的数字,支持监督学习,便于算法训练和评估。
潜在用途
- 训练验证码识别算法。
- 评估验证码识别系统的性能。
- 开发和测试在线安全和用户验证的算法。
数据集作者
- 作者: Saidi Souhaieb



