Animated Gestures Dataset

The Whole Body Animated Dataset showcases a diverse set of animated body poses, including motions in both the upper and lower body. As opposed to our Static Dataset, the sequential order of poses and environments are increased more than 100x in this animated dataset. This dataset is well suited for ML tasks such as pose estimation, whole body segmentation, and basic gesture recognition.

Synthesis AI provides programmatic generation of vast amounts of photorealistic image data with an accompanying set of never-before-available rich 3D labels. Learn more about our platform.

*Free, Open Non Commercial License

ABOUT THE SET

Specifications

10k images
Over 50 animation sequences
100 diverse identities spanning gender, skin tone, and age. 1024 x 1024 RGB images
Rich set of pixel-perfect labels including segmentation maps, depth, surface normals, and 3D landmarks
Variation of expressions from neutral to medium (as opposed to extreme)
Variation in eye gaze spanning 10° in all directions
Variation of head turn spanning 30° in all directions
Diverse hairstyles, colors, and facial hair
Accessories: glasses, headphones, face masks and headwear
Variation in outfits
Variation in background over a wide range of lighting and confounding elements
Many different camera angles around the person

KEY MACHINE LEARNING TASKS

This data can be used to train...

Pose Estimation

Diverse animation sequences with various poses.
A high variation of camera perspectives allows a prediction of the transformation of a model from a user-defined reference pose
Different heights and weights allow training with different body shapes.

Gesture Recognition

Over 30 sequences with hand motion, 50 sequences with whole body motions
Wide variation in skin tone and lighting

Whole Body Segmentation

Large segmentation areas distributed over the body, including the arms, hands, background, hair, glasses, skin, and more.
Granular sub segmentation maps include 90 regions such as “neck”, “torso_upper_right”, “hand_right”, “finger1_mid_left”.

To download the dataset, fill out the form.

Synthesis AI provides programmatic generation of vast amounts of photorealistic image data with an accompanying set of never-before-available rich 3D labels. Learn more about our platform.