Data Sets

Cartoon Set

Cartoon Set is a collection of random, 2D cartoon avatar images. The cartoons vary in 10 artwork categories, 4 color categories, and 4 proportion categories, with a total of ~1013 possible combinations. We provide sets of 10k and 100k randomly chosen cartoons and labeled attributes.

Title Cartoon Set
Overview Each cartoon face in these sets is composed of 16 components that vary in 10 artwork attributes, 4 color attributes, and 4 proportion attributes. Colors are chosen from a discrete set of RGB values. The number of options per attribute category ranges from 3, for short/medium/long chin length, to 111, for the largest category, hairstyle. See below for a description of each attribute. Each of these components and their variation were drawn by the same artist, Shiraz Fuman, resulting in approximately 250 cartoon component artworks and ~1013 possible combinations. The artwork components are divided into a fixed set of layers that define a Z-ordering for rendering. For instance, the face shape is defined on a layer below the eyes and glasses, so that the artworks are rendered in the correct order. Hair style is a more complex case and needs to be defined on two layers, one behind the face and one in front. There are 8 total layers: hair back, face, hair front, eyes, eyebrows, mouth, facial hair, and glasses. The mapping from attribute to artwork is also defined by the artist such that any random selection of attributes produces a visually appealing cartoon without any misaligned artwork; this sometimes involves handling interaction between attributes. For example, the proper way to display a “short beard” changes for different face shapes, which required the artist to create a “short beard” artwork for each face shape. List of Attributes # Variants Description Artwork chin_length 3 Length of chin (below mouth region) eye_angle 3 Tilt of the eye inwards or outwards eye_lashes 2 Whether or not eyelashes are visible eye_lid 2 Appearance of the eyelids eyebrow_shape 14 Shape of eyebrows eyebrow_weight 2 Line weight of eyebrows face_shape 7 Overall shape of the face facial_hair 15 Type of facial hair (type 14 is no hair) glasses 12 Type of glasses (type 11 is no glasses) hair 111 Type of head hair Colors eye_color 5 Color of the eye irises face_color 11 Color of the face skin glasses_color 7 Color of the glasses, if present hair_color 10 Color of the hair, facial hair, and eyebrows Proportions eye_eyebrow_distance 3 Distance between the eye and eyebrows eye_slant 3 Similar to eye_angle, but rotates the eye and does not change artwork eyebrow_thickness 4 Vertical scaling of the eyebrows eyebrow_width 3 Horizontal scaling of the eyebrows https://google.github.io/cartoonset/download.html
Tags
  • ImageProcessing
  • File Size 450MB to 4.45GB
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