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README.md
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license: cc-by-nc-nd-4.0
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---
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---
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license: cc-by-nc-nd-4.0
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task_categories:
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- image-classification
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- image-to-image
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language:
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- en
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tags:
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- code
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---
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# Body Measurements Dataset
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The dataset consists of a compilation of people's photos along with their corresponding body measurements. It is designed to provide information and insights into the physical appearances and body characteristics of individuals.
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The dataset includes a diverse range of subjects representing different **age groups, genders, and ethnicities**.
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The photos are captured in a standardized manner, depicting individuals in a **front** and **side positions**.
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The images aim to capture the subjects' physical appearance using appropriate *lighting and angles* that showcase their body proportions accurately.
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The dataset serves various purposes, including:
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- research projects
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- body measurement analysis
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- fashion or apparel industry applications
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- fitness and wellness studies
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- anthropometric studies for ergonomic design in various fields
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.png?generation=1688983133539816&alt=media)
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# Get the Dataset
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### This is just an example of the data
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If you need access to the entire dataset, 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)**
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# Content
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### Folders
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- **files**: includes folders with photos and measurements of people
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- **proofs**: contains subfolders, corresponding to the original photos in `files` folder and includes additional photos of people taking measurements
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- **.pdf** file: includes information about photos in `proofs` folder
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### "Files" folder includes 3 images of a person and json file with measurements:
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- **selfie** - the person is looking to the camera; face, neck and shoulders are clearly seen,
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- **front photo** - the person stands in front of the camera, all body parts are clearly seen,
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- **side photo** - the person turned sideways to the camera, all body parts are clearly seen
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- **json file** - includes 22 measurements (*weight, height, hips circumference, leg length etc.*) and 4 additional characteristics (**age, gender, race, profession**) of a person, depicted in photos in the subfolder
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### File with the extension .csv
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includes the following information for each media file:
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- **selfie**: link to the selfie,
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- **front**: link to the front photo,
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- **side**: link to the side photo,
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- **measurements**: link to the json file with measurements
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# Body Measurements might be collected in accordance with your requirements.
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## **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface)** provides high-quality data annotation tailored to your needs
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More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**
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TrainingData's GitHub: **https://github.com/trainingdata-pro**
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