image
imagewidth (px)
720
1.78k
label
class label
21 classes
00
00
00
11
11
11
210
210
210
311
311
311
412
412
412
513
513
513
614
614
614
715
715
715
816
816
816
917
917
917
1018
1018
1018
1119
1119
1119
122
122
122
1320
1320
1320
143
143
143
154
154
154
165
165
165
176
176
176
187
187
187
198
198
198
209
209
209
00
00
00
00
00
00
00
00
00
00
00
00
11
11
11
11
11
11
11
11
11
11
11
11
210
210
210
210
210
210
210
210
210
210
210
210
311

Body Measurements Dataset

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. The dataset includes a diverse range of subjects representing different age groups, genders, and ethnicities.

The photos are captured in a standardized manner, depicting individuals in a front and side positions. The images aim to capture the subjects' physical appearance using appropriate lighting and angles that showcase their body proportions accurately.

The dataset serves various purposes, including:

  • research projects
  • body measurement analysis
  • fashion or apparel industry applications
  • fitness and wellness studies
  • anthropometric studies for ergonomic design in various fields

Get the dataset

This is just an example of the data

Leave a request on https://trainingdata.pro/datasets to discuss your requirements, learn about the price and buy the dataset.

Content

Folders

  • files: includes folders with photos and measurements of people
  • proofs: contains subfolders, corresponding to the original photos in files folder and includes additional photos of people taking measurements
  • .pdf file: includes information about photos in proofs folder

"Files" folder includes 3 images of a person and json file with measurements:

  • selfie - the person is looking to the camera; face, neck and shoulders are clearly seen,
  • front photo - the person stands in front of the camera, all body parts are clearly seen,
  • side photo - the person turned sideways to the camera, all body parts are clearly seen
  • json file - includes 14 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

File with the extension .csv

includes the following information for each media file:

  • selfie: link to the selfie,
  • front: link to the front photo,
  • side: link to the side photo,
  • measurements: link to the json file with measurements

Body Measurements might be collected in accordance with your requirements.

**TrainingData**

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: body girth measurements, body composition, waist circumference, percent body fat, human body size, body mass index, bmi, visual human body, e-commerce, human body shape classification, height, weight,measurement points, body build weight, body dataset, human part dataset, human body data, deep learning, computer vision, people images dataset, biometric data dataset, biometric dataset, images database, image-to-image, machine learning, human detection dataset, human body dataset, body recognition dataset, body shape dataset, body size dataset, body types dataset, body measurements dataset, anthropometric data set

Downloads last month
0
Edit dataset card