task_categories:image-classification task_categories:image-to-image language:en license:cc-by-nc-nd-4.0 medical code region:us
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 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.
@InProceedings{huggingface:dataset,
title = {botox-injections-before-and-after},
author = {TrainingDataPro},
year = {2023}
}
---
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*. 

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.

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2Ff4e4aa816bc874020b913bbc3cabfe16%2F96.png?generation=1693400980674716&alt=media)

# Get the dataset

### This is just an example of the data

Leave a request on [**https://trainingdata.pro/data-market**](https://trainingdata.pro/data-market?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.

# 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.

## [**TrainingData**](https://trainingdata.pro/data-market?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**