TrainingDataPro/botox-injections-before-and-after

---
language:
- en
license: cc-by-nc-nd-4.0
task_categories:
- image-classification
- image-to-image
tags:
- medical
- code
dataset_info:
features:
- name: id
dtype: int32
- name: before
dtype: image
- name: after
dtype: image
splits:
- name: train
num_bytes: 38806781
num_examples: 23
download_size: 38824211
dataset_size: 38806781
---

# Botox Injections (Before & After)
The dataset consists of photos featuring the same individuals captured before and after botox injections procedure. The dataset contains a diverse range of individuals with various *ages, ethnicities and genders*.

# 💴 For Commercial Usage: To discuss your requirements, learn about the price and buy the dataset, leave a request on **[TrainingData](https://trainingdata.pro/datasets/botox-injections-before-after?utm_source=huggingface&utm_medium=cpc&utm_campaign=botox-injections-before-and-after)** to buy the dataset

The dataset is useful for evaluation of the effectiveness of botox injections for different skin and face types, face recognition and reidentification tasks. It can be utilised for biometric tasks , in beauty sphere, for medical purposes and e-commerce.


# Content
- **before**: includes images of people before botox injections
- **after**: includes images of people after botox injections. People are the same as in the previous folder, photos are identified by the same name
- **.csv file**: contains information about the dataset

### File with the extension .csv
includes the following information for each set of media files:
- **person**: id of the person,
- **before**: link to the photo before the injection,
- **after**: link to the photo after the injection

# Images of people with botox injections might be collected 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/botox-injections-before-after?utm_source=huggingface&utm_medium=cpc&utm_campaign=botox-injections-before-and-after)** to discuss your requirements, learn about the price and buy the dataset

## **[TrainingData](https://trainingdata.pro/datasets/botox-injections-before-after?utm_source=huggingface&utm_medium=cpc&utm_campaign=botox-injections-before-and-after)** 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**

*keywords: beauty, cosmetics, botox treated faces, botulinum toxin, aesthetic surgery, cosmetic surgery data, plastic surgery, facial plastic surgery, biometric dataset, biometric data dataset, face recognition database, face recognition dataset, face detection dataset, facial analysis, human images dataset, image segmentation, images dataset, computer vision, deep learning dataset, augmented reality, ar, human identification, re-identification, health*

The dataset consists of photos featuring the same individuals captured before and after botox injections procedure. The dataset contains a diverse range of individuals with various ages, ethnicities and genders. The dataset is structured with features such as id, before, and after, where before and after are image data types. It contains 23 examples in the training split. The dataset is intended for tasks such as evaluating the effectiveness of botox injections, face recognition, and reidentification, and can be used in biometric tasks, beauty sphere, medical purposes, and e-commerce. Additionally, a .csv file is included which links to the photos before and after the injections, identified by the same person ID.

原始信息汇总

肉毒素注射（前后对比）数据集

数据集概述

该数据集包含了一系列照片，展示了同一个人在接受肉毒素注射前后的情况。数据集中涵盖了不同年龄、种族和性别的个体。

数据集用途

该数据集适用于评估肉毒素注射对不同皮肤和面部类型的效果，以及面部识别和再识别任务。它可用于生物识别任务、美容领域、医疗目的和电子商务。

数据集内容

• before: 包含注射前的人脸图像。
• after: 包含注射后的人脸图像，与前一文件夹中的人相同，照片通过相同名称进行标识。
• .csv文件: 包含数据集的相关信息。

CSV文件内容

CSV文件包含每组媒体文件的以下信息：

• person: 人物的ID。
• before: 注射前照片的链接。
• after: 注射后照片的链接。

数据集详情

• 语言: 英语
• 许可证: CC BY-NC-ND 4.0
• 任务类别: 图像分类、图像到图像
• 标签: 医疗、代码

数据集信息

• 特征:
  • id: 数据类型为int32。
  • before: 数据类型为image。
  • after: 数据类型为image。
• 分割:
  • train: 字节数为38806781，样本数为23。
• 下载大小: 38824211
• 数据集大小: 38806781