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Full Body TikTok Dancing Dataset

261512956
Tagentertainment
Taskinstance segmentation
Release YearMade in 2021
LicenseCC BY-NC-ND 4.0
Download1 GB

Introduction #

Roman Kucev

The Segmentation Full Body TikTok Dancing Dataset includes 2615 images of a segmented dancing people. Videos of people dancing from TikTok were dowloaded and cut into frames. On each frame, all the dancing people were selected in Photoshop.

Dataset LinkHomepage

Summary #

Segmentation Full Body TikTok Dancing Dataset is a dataset for instance segmentation, semantic segmentation, and object detection tasks. It is applicable or relevant across various domains.

The dataset consists of 2615 images with 2809 labeled objects belonging to 1 single class (dancing person).

Images in the Full Body TikTok Dancing dataset have pixel-level instance segmentation annotations. Due to the nature of the instance segmentation task, it can be automatically transformed into a semantic segmentation (only one mask for every class) or object detection (bounding boxes for every object) tasks. All images are labeled (i.e. with annotations). There are no pre-defined train/val/test splits in the dataset. The dataset was released in 2021.

Dataset Poster

Explore #

Full Body TikTok Dancing dataset has 2615 images. Click on one of the examples below or open "Explore" tool anytime you need to view dataset images with annotations. This tool has extended visualization capabilities like zoom, translation, objects table, custom filters and more. Hover the mouse over the images to hide or show annotations.

OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
OpenSample annotation mask from Full Body TikTok DancingSample image from Full Body TikTok Dancing
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Have a look at 2615 images
View images along with annotations and tags, search and filter by various parameters

Class balance #

There are 1 annotation classes in the dataset. Find the general statistics and balances for every class in the table below. Click any row to preview images that have labels of the selected class. Sort by column to find the most rare or prevalent classes.

Search
Rows 1-1 of 1
Class
γ…€
Images
γ…€
Objects
γ…€
Count on image
average
Area on image
average
dancing personβž”
mask
2615
2809
1.07
9.68%

Images #

Explore every single image in the dataset with respect to the number of annotations of each class it has. Click a row to preview selected image. Sort by any column to find anomalies and edge cases. Use horizontal scroll if the table has many columns for a large number of classes in the dataset.

Object distribution #

Interactive heatmap chart for every class with object distribution shows how many images are in the dataset with a certain number of objects of a specific class. Users can click cell and see the list of all corresponding images.

Class sizes #

The table below gives various size properties of objects for every class. Click a row to see the image with annotations of the selected class. Sort columns to find classes with the smallest or largest objects or understand the size differences between classes.

Search
Rows 1-1 of 1
Class
Object count
Avg area
Max area
Min area
Min height
Min height
Max height
Max height
Avg height
Avg height
Min width
Min width
Max width
Max width
dancing person
mask
2809
9.01%
66.62%
0%
1px
0.1%
960px
100%
498px
52.3%
1px
0.17%
570px
100%

Spatial Heatmap #

The heatmaps below give the spatial distributions of all objects for every class. These visualizations provide insights into the most probable and rare object locations on the image. It helps analyze objects' placements in a dataset.

Spatial Heatmap

Objects #

Table contains all 2809 objects. Click a row to preview an image with annotations, and use search or pagination to navigate. Sort columns to find outliers in the dataset.

Search
Rows 1-10 of 2809
Object ID
γ…€
Class
γ…€
Image name
click row to open
Image size
height x width
Height
γ…€
Height
γ…€
Width
γ…€
Width
γ…€
Area
γ…€
1βž”
dancing person
mask
72_00420.png
960 x 540
462px
48.12%
133px
24.63%
6.28%
2βž”
dancing person
mask
38_00270.png
960 x 540
734px
76.46%
366px
67.78%
15.19%
3βž”
dancing person
mask
572_00030.png
960 x 540
355px
36.98%
108px
20%
3.96%
4βž”
dancing person
mask
477_00030.png
960 x 540
463px
48.23%
179px
33.15%
6.06%
5βž”
dancing person
mask
429_00270.png
960 x 540
516px
53.75%
184px
34.07%
8.63%
6βž”
dancing person
mask
409_00270.png
960 x 540
660px
68.75%
294px
54.44%
15.76%
7βž”
dancing person
mask
11_00240.png
960 x 540
489px
50.94%
179px
33.15%
7.97%
8βž”
dancing person
mask
603_00270.png
800 x 448
340px
42.5%
165px
36.83%
5.82%
9βž”
dancing person
mask
401_00150.png
960 x 540
553px
57.6%
157px
29.07%
8.63%
10βž”
dancing person
mask
143_00150.png
960 x 540
253px
26.35%
119px
22.04%
2.55%

License #

Segmentation Full Body TikTok Dancing Dataset is under CC BY-NC-ND 4.0 license.

Source

Citation #

If you make use of the Full Body TikTok Dancing data, please cite the following reference:

@dataset{Full Body TikTok Dancing,
	author={Talha Anwar and Kucev Roman and Kaggle Kerneler},
	title={Segmentation Full Body TikTok Dancing Dataset},
	year={2021},
	url={https://www.kaggle.com/datasets/tapakah68/segmentation-full-body-tiktok-dancing-dataset}
}

Source

If you are happy with Dataset Ninja and use provided visualizations and tools in your work, please cite us:

@misc{ visualization-tools-for-full-body-tiktok-dancing-dataset-dataset,
  title = { Visualization Tools for Full Body TikTok Dancing Dataset },
  type = { Computer Vision Tools },
  author = { Dataset Ninja },
  howpublished = { \url{ https://datasetninja.com/full-body-tiktok-dancing-dataset } },
  url = { https://datasetninja.com/full-body-tiktok-dancing-dataset },
  journal = { Dataset Ninja },
  publisher = { Dataset Ninja },
  year = { 2024 },
  month = { mar },
  note = { visited on 2024-03-05 },
}

Download #

Dataset Full Body TikTok Dancing can be downloaded in Supervisely format:

As an alternative, it can be downloaded with dataset-tools package:

pip install --upgrade dataset-tools

… using following python code:

import dataset_tools as dtools

dtools.download(dataset='Full Body TikTok Dancing', dst_dir='~/dataset-ninja/')

Make sure not to overlook the python code example available on the Supervisely Developer Portal. It will give you a clear idea of how to effortlessly work with the downloaded dataset.

The data in original format can be downloaded here.

. . .

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