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모델 적용 : nvidia/segformer-b0-finetuned-ade-512-512

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Files changed (2) hide show
  1. app.py +2 -2
  2. labels.txt +149 -17
app.py CHANGED
@@ -8,10 +8,10 @@ import tensorflow as tf
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  from transformers import SegformerFeatureExtractor, TFSegformerForSemanticSegmentation
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  feature_extractor = SegformerFeatureExtractor.from_pretrained(
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- "mattmdjaga/segformer_b2_clothes"
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  )
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  model = TFSegformerForSemanticSegmentation.from_pretrained(
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- "mattmdjaga/segformer_b2_clothes"
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  )
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  def ade_palette():
 
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  from transformers import SegformerFeatureExtractor, TFSegformerForSemanticSegmentation
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  feature_extractor = SegformerFeatureExtractor.from_pretrained(
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+ "nvidia/segformer-b0-finetuned-ade-512-512"
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  )
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  model = TFSegformerForSemanticSegmentation.from_pretrained(
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+ "nvidia/segformer-b0-finetuned-ade-512-512"
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  )
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  def ade_palette():
labels.txt CHANGED
@@ -1,18 +1,150 @@
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- background
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- hat
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- hair
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- sunglasses
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- upper-clothes
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- skirt
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- pants
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- dress
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- belt
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- left-shoe
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- right-shoe
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- face
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- left-leg
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- right-leg
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- left-arm
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- right-arm
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  bag
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- scarf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ wall
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+ building
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+ sky
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+ floor
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+ tree
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+ ceiling
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+ road
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+ bed
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+ windowpane
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+ grass
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+ cabinet
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+ sidewalk
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+ person
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+ earth
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+ door
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+ table
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+ mountain
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+ plant
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+ curtain
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+ chair
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+ car
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+ water
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+ painting
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+ sofa
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+ shelf
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+ house
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+ sea
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+ mirror
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+ rug
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+ field
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+ armchair
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+ seat
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+ fence
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+ desk
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+ rock
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+ wardrobe
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+ lamp
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+ bathtub
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+ railing
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+ cushion
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+ base
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+ box
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+ column
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+ signboard
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+ chest of drawers
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+ counter
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+ sand
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+ sink
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+ skyscraper
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+ fireplace
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+ refrigerator
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+ grandstand
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+ path
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+ stairs
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+ runway
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+ case
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+ pool table
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+ pillow
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+ screen door
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+ stairway
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+ river
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+ bridge
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+ bookcase
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+ blind
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+ coffee table
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+ toilet
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+ flower
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+ book
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+ hill
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+ bench
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+ countertop
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+ stove
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+ palm
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+ kitchen island
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+ computer
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+ swivel chair
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+ boat
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+ bar
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+ arcade machine
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+ hovel
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+ bus
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+ towel
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+ light
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+ truck
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+ tower
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+ chandelier
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+ awning
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+ streetlight
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+ booth
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+ television receiver
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+ airplane
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+ dirt track
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+ apparel
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+ pole
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+ land
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+ bannister
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+ escalator
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+ ottoman
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+ bottle
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+ buffet
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+ poster
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+ stage
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+ van
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+ ship
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+ fountain
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+ conveyer belt
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+ canopy
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+ washer
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+ plaything
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+ swimming pool
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+ stool
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+ barrel
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+ basket
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+ waterfall
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+ tent
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  bag
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+ minibike
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+ cradle
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+ oven
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+ ball
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+ food
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+ step
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+ tank
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+ trade name
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+ microwave
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+ pot
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+ animal
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+ bicycle
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+ lake
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+ dishwasher
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+ screen
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+ blanket
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+ sculpture
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+ hood
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+ sconce
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+ vase
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+ traffic light
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+ tray
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+ ashcan
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+ fan
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+ pier
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+ crt screen
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+ plate
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+ monitor
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+ bulletin board
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+ shower
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+ radiator
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+ glass
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+ clock
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+ flag