Textures and Patterns Embedding Classifier

Purpose

This model is designed to recognize textures and patterns, both natural and artificial, in a two-dimensional image. It includes common, everyday textures (feathers, woodgrain), overarching descriptive concepts (veined, metallic), and fresh, unique concepts (petrified wood, glacial ice).

Intended Use

Images and videos where textures or patterns are the main focus or highly prevalent in the image composition

Limitations

Imagery outside of the model use case

Taxonomy

agate
amber
ammonite
autumn foliage
barbed wire
bark
beetle wing
braid
brick
bubbles
burlap
cactus
carpet
cephalopod suckers
chainlink fencing
chainmail
cinderblock
circuits
citrus
clouds
cobblestone
concertina wire
conifer
coral
corduroy
cotton
crystalline
dandelion
droplets
dry foliage
feather
felted
fireworks
foil
foliage
fossil
freckled
frost
fur
glacial ice
graffiti
grain fields
granite
grass
gravel
handwriting
honeycomb
ice crystal
iridescence
jellyfish
knit
lace
lacing
lava
leather
lepidoptera wing
lichen
litterfall
malachite
metallic
mosaic tile
moss
mudcracks
mushroom gills
nacre
palm leaves
peeling paint
petals
petrified wood
pintuck
plaid
pleats
quilted
river stones
roof tile
roots
rope
rust
sand
satin
scales
seashells
sequin
sheep wool
shibori
shingles
smocking
smoke
soap bubbles
spiral
sponge
stained glass
stone wall
striped
studded
succulent
thorns
tree rings
tulle
turkey tail
veined
velvet
water
wires
woodgrain
woven
xray