Dataset Viewer
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id
string
source_id
string
image
string
prompt
string
task
string
seed
int64
sampling_category
string
source_ordinal
int64
prompt_id
string
edit_type
string
target
string
category
string
origin
string
source_group
string
openimages:0007e94c79e5c96a:p01
openimages:0007e94c79e5c96a
images/openimages/7b/openimages_0007e94c79e5c96a.jpg
Change the woman's red collared shirt to deep forest green, preserving its folds, seams, and lighting. Leave her skin, lanyard, and surroundings unchanged.
local
0
openimages
0
p01
color
woman's red shirt
null
null
null
openimages:0007e94c79e5c96a:p02
openimages:0007e94c79e5c96a
images/openimages/7b/openimages_0007e94c79e5c96a.jpg
Reshape the woman's narrow eyeglass frames into noticeably larger round frames, keeping the glasses positioned naturally on her face and leaving everything else unchanged.
local
0
openimages
0
p02
shape
woman's eyeglasses
null
null
null
openimages:0007e94c79e5c96a:p03
openimages:0007e94c79e5c96a
images/openimages/7b/openimages_0007e94c79e5c96a.jpg
Remove the white lanyard hanging from the woman's neck across the front of her shirt, naturally restoring the visible neckline and shirt fabric beneath it. Leave everything else unchanged.
local
0
openimages
0
p03
remove
white lanyard around the woman's neck
null
null
null
openimages:0007e94c79e5c96a:noop
openimages:0007e94c79e5c96a
images/openimages/7b/openimages_0007e94c79e5c96a.jpg
Keep the image exactly unchanged.
identity
0
openimages
0
noop
null
null
null
null
null
monet:044_9504f2df5032ce2f:p01
monet:044_9504f2df5032ce2f
images/monet/fe/monet_044_9504f2df5032ce2f.jpg
Recolor the central palm tree's fronds to a lush, vibrant green, replacing their yellow-brown patches while preserving the individual leaf shapes and everything else.
local
0
photographic
1
p01
color
central palm tree fronds
photographic
synthetic
synthetic/z-image
monet:044_9504f2df5032ce2f:p02
monet:044_9504f2df5032ce2f
images/monet/fe/monet_044_9504f2df5032ce2f.jpg
Make the central palm tree's visible trunk about 50 percent thicker, keeping its bark texture, height, and canopy position unchanged.
local
0
photographic
1
p02
size
central palm tree trunk
photographic
synthetic
synthetic/z-image
monet:044_9504f2df5032ce2f:p03
monet:044_9504f2df5032ce2f
images/monet/fe/monet_044_9504f2df5032ce2f.jpg
Add a strand of small warm-white string lights spiraling around the central palm tree's exposed trunk, from beneath the fronds down to the top of the foreground wall.
local
0
photographic
1
p03
add
central palm tree trunk
photographic
synthetic
synthetic/z-image
monet:044_9504f2df5032ce2f:noop
monet:044_9504f2df5032ce2f
images/monet/fe/monet_044_9504f2df5032ce2f.jpg
Keep the image exactly unchanged.
identity
0
photographic
1
noop
null
null
photographic
synthetic
synthetic/z-image
monet:085_55dcbc29856195bb:p01
monet:085_55dcbc29856195bb
images/monet/70/monet_085_55dcbc29856195bb.jpg
Change the central woman's red hair to platinum blonde, preserving its shape and flowing strands.
local
0
anime_cartoon
2
p01
color
central woman's hair
anime_cartoon
synthetic
synthetic/flux-klein
monet:085_55dcbc29856195bb:p02
monet:085_55dcbc29856195bb
images/monet/70/monet_085_55dcbc29856195bb.jpg
Make the central woman's rectangular waist belt buckle a noticeably larger circular buckle, keeping its metallic finish and the rest of the belt unchanged.
local
0
anime_cartoon
2
p02
shape
central woman's belt buckle
anime_cartoon
synthetic
synthetic/flux-klein
monet:085_55dcbc29856195bb:p03
monet:085_55dcbc29856195bb
images/monet/70/monet_085_55dcbc29856195bb.jpg
Remove the handgun from the central woman's raised hand on the left side of the image, leaving her gloved hand empty and preserving its pose.
local
0
anime_cartoon
2
p03
remove
handgun in central woman's raised hand
anime_cartoon
synthetic
synthetic/flux-klein
monet:085_55dcbc29856195bb:noop
monet:085_55dcbc29856195bb
images/monet/70/monet_085_55dcbc29856195bb.jpg
Keep the image exactly unchanged.
identity
0
anime_cartoon
2
noop
null
null
anime_cartoon
synthetic
synthetic/flux-klein
monet:125_d05014a9576ed2b2:p01
monet:125_d05014a9576ed2b2
images/monet/62/monet_125_d05014a9576ed2b2.jpg
Change the chef's green coat to deep crimson, keeping its buttons, white cuffs, and brown waist sash unchanged.
local
0
illustration_painting
3
p01
color
chef's green coat
illustration_painting
synthetic
synthetic/flux-schnell
monet:125_d05014a9576ed2b2:p02
monet:125_d05014a9576ed2b2
images/monet/62/monet_125_d05014a9576ed2b2.jpg
Reshape the white crown of the chef's hat into a slimmer, upright toque with pronounced vertical pleats. Keep the brown band and the chef's face unchanged.
local
0
illustration_painting
3
p02
shape
chef's white hat
illustration_painting
synthetic
synthetic/flux-schnell
monet:125_d05014a9576ed2b2:p03
monet:125_d05014a9576ed2b2
images/monet/62/monet_125_d05014a9576ed2b2.jpg
Replace the chef's dark rectangular glasses with round gold-rimmed spectacles positioned over his eyes, leaving his expression unchanged.
local
0
illustration_painting
3
p03
replace
chef's glasses
illustration_painting
synthetic
synthetic/flux-schnell
monet:125_d05014a9576ed2b2:noop
monet:125_d05014a9576ed2b2
images/monet/62/monet_125_d05014a9576ed2b2.jpg
Keep the image exactly unchanged.
identity
0
illustration_painting
3
noop
null
null
illustration_painting
synthetic
synthetic/flux-schnell
monet:005_6f8d985a5fab82d4:p01
monet:005_6f8d985a5fab82d4
images/monet/8c/monet_005_6f8d985a5fab82d4.jpg
Change the bed's gray bedcover to deep teal, leaving the striped runner and white duvet unchanged.
local
0
render_3d
4
p01
color
gray bedcover
render_3d
web
coyo
monet:005_6f8d985a5fab82d4:p02
monet:005_6f8d985a5fab82d4
images/monet/8c/monet_005_6f8d985a5fab82d4.jpg
Make the cream-and-yellow striped runner on the bed about twice as wide, preserving its stripe pattern and position.
local
0
render_3d
4
p02
size
striped bed runner
render_3d
web
coyo
monet:005_6f8d985a5fab82d4:p03
monet:005_6f8d985a5fab82d4
images/monet/8c/monet_005_6f8d985a5fab82d4.jpg
Add a neatly folded terracotta throw blanket across the center of the visible white duvet, below the striped runner and clear of the existing cushions.
local
0
render_3d
4
p03
add
white duvet
render_3d
web
coyo
monet:005_6f8d985a5fab82d4:noop
monet:005_6f8d985a5fab82d4
images/monet/8c/monet_005_6f8d985a5fab82d4.jpg
Keep the image exactly unchanged.
identity
0
render_3d
4
noop
null
null
render_3d
web
coyo
monet:021_400dcc46ba5e8538:p01
monet:021_400dcc46ba5e8538
images/monet/3c/monet_021_400dcc46ba5e8538.jpg
Change the top-center “WATER RED!” title to bold serif lettering. Preserve its exact wording, position, and surrounding layout.
local
0
graphic_design
5
p01
shape
top-center “WATER RED!” title
graphic_design
synthetic
synthetic/flux-schnell
monet:021_400dcc46ba5e8538:p02
monet:021_400dcc46ba5e8538
images/monet/3c/monet_021_400dcc46ba5e8538.jpg
Change only the top-center “WATER RED!” title from teal-blue to vivid coral red, keeping its lettering and all other elements unchanged.
local
0
graphic_design
5
p02
color
top-center “WATER RED!” title
graphic_design
synthetic
synthetic/flux-schnell
monet:021_400dcc46ba5e8538:p03
monet:021_400dcc46ba5e8538
images/monet/3c/monet_021_400dcc46ba5e8538.jpg
Replace the straight teal line beneath the top-center “WATER RED!” title with a dark-blue wavy line of the same span. Keep the nearby dates and the rest of the layout unchanged.
local
0
graphic_design
5
p03
replace
horizontal line beneath the title
graphic_design
synthetic
synthetic/flux-schnell
monet:021_400dcc46ba5e8538:noop
monet:021_400dcc46ba5e8538
images/monet/3c/monet_021_400dcc46ba5e8538.jpg
Keep the image exactly unchanged.
identity
0
graphic_design
5
noop
null
null
graphic_design
synthetic
synthetic/flux-schnell
openimages:10899f25befe8ad6:p01
openimages:10899f25befe8ad6
images/openimages/e1/openimages_10899f25befe8ad6.jpg
Change the bright yellow panels on the center-left diver's sleeves and legs to vivid orange, leaving the black suit sections unchanged.
local
0
openimages
6
p01
color
center-left diver's yellow suit panels
null
null
null
openimages:10899f25befe8ad6:p02
openimages:10899f25befe8ad6
images/openimages/e1/openimages_10899f25befe8ad6.jpg
Reshape the clear, nearly round face window on the center-left diver's helmet into a noticeably wider horizontal oval, keeping the white helmet shell and visible face intact.
local
0
openimages
6
p02
shape
center-left diver's helmet face window
null
null
null
openimages:10899f25befe8ad6:p03
openimages:10899f25befe8ad6
images/openimages/e1/openimages_10899f25befe8ad6.jpg
Add a compact red underwater flashlight clipped horizontally to the front of the center-left diver's waist belt, leaving the rest of the diver unchanged.
local
0
openimages
6
p03
add
center-left diver's waist belt
null
null
null
openimages:10899f25befe8ad6:noop
openimages:10899f25befe8ad6
images/openimages/e1/openimages_10899f25befe8ad6.jpg
Keep the image exactly unchanged.
identity
0
openimages
6
noop
null
null
null
null
null
monet:042_42af0cf22638be6d:p01
monet:042_42af0cf22638be6d
images/monet/fe/monet_042_42af0cf22638be6d.jpg
Change the foreground chef's white jacket to dark navy blue, keeping his hat and the seafood unchanged.
local
0
photographic
7
p01
color
foreground chef's jacket
photographic
synthetic
synthetic/z-image
monet:042_42af0cf22638be6d:p02
monet:042_42af0cf22638be6d
images/monet/fe/monet_042_42af0cf22638be6d.jpg
Make the folded band at the base of the foreground chef's tall white hat noticeably wider, extending it upward over part of the ribbed crown without changing the hat's outer outline.
local
0
photographic
7
p02
shape
foreground chef's hat band
photographic
synthetic
synthetic/z-image
monet:042_42af0cf22638be6d:p03
monet:042_42af0cf22638be6d
images/monet/fe/monet_042_42af0cf22638be6d.jpg
Add a clearly visible red embroidered shrimp emblem to the outer upper sleeve of the foreground chef's jacket.
local
0
photographic
7
p03
add
foreground chef's upper sleeve
photographic
synthetic
synthetic/z-image
monet:042_42af0cf22638be6d:noop
monet:042_42af0cf22638be6d
images/monet/fe/monet_042_42af0cf22638be6d.jpg
Keep the image exactly unchanged.
identity
0
photographic
7
noop
null
null
photographic
synthetic
synthetic/z-image
monet:103_7f2a2722a9027598:p01
monet:103_7f2a2722a9027598
images/monet/0b/monet_103_7f2a2722a9027598.jpg
Change the white panels of the blonde girl's flared skirt to vivid turquoise blue, keeping its red borders and everything else unchanged.
local
0
anime_cartoon
8
p01
color
blonde girl's skirt
anime_cartoon
synthetic
synthetic/flux-schnell
monet:103_7f2a2722a9027598:p02
monet:103_7f2a2722a9027598
images/monet/0b/monet_103_7f2a2722a9027598.jpg
Shorten the blonde girl's long hair into a shoulder-length wavy bob, preserving its blonde color and her bangs.
local
0
anime_cartoon
8
p02
shape
blonde girl's hair
anime_cartoon
synthetic
synthetic/flux-schnell
monet:103_7f2a2722a9027598:p03
monet:103_7f2a2722a9027598
images/monet/0b/monet_103_7f2a2722a9027598.jpg
Add a clearly visible small gold tiara with red jewels to the blonde girl's hair, centered above her forehead without covering her face.
local
0
anime_cartoon
8
p03
add
blonde girl's head
anime_cartoon
synthetic
synthetic/flux-schnell
monet:103_7f2a2722a9027598:noop
monet:103_7f2a2722a9027598
images/monet/0b/monet_103_7f2a2722a9027598.jpg
Keep the image exactly unchanged.
identity
0
anime_cartoon
8
noop
null
null
anime_cartoon
synthetic
synthetic/flux-schnell
monet:022_53ea02448cad9992:p01
monet:022_53ea02448cad9992
images/monet/dd/monet_022_53ea02448cad9992.jpg
Recolor the pink flowing mural on the tall right-hand skyscraper to vivid golden yellow, preserving its curves and the other facade colors.
local
0
illustration_painting
9
p01
color
pink mural on the right-hand skyscraper
illustration_painting
synthetic
synthetic/z-image
monet:022_53ea02448cad9992:p02
monet:022_53ea02448cad9992
images/monet/dd/monet_022_53ea02448cad9992.jpg
Reshape the flat roof of the tall mural-covered skyscraper on the right into a pronounced three-tier stepped crown, keeping its facade artwork and rooftop antennae.
local
0
illustration_painting
9
p02
shape
roof of the right-hand skyscraper
illustration_painting
synthetic
synthetic/z-image
monet:022_53ea02448cad9992:p03
monet:022_53ea02448cad9992
images/monet/dd/monet_022_53ea02448cad9992.jpg
Add a clearly visible round clock with a white dial and dark hands to the pale cyan front facade of the tall mural-covered skyscraper on the right, directly below its roof.
local
0
illustration_painting
9
p03
add
upper facade of the right-hand skyscraper
illustration_painting
synthetic
synthetic/z-image
monet:022_53ea02448cad9992:noop
monet:022_53ea02448cad9992
images/monet/dd/monet_022_53ea02448cad9992.jpg
Keep the image exactly unchanged.
identity
0
illustration_painting
9
noop
null
null
illustration_painting
synthetic
synthetic/z-image
monet:104_29bcd7675b1c815a:p01
monet:104_29bcd7675b1c815a
images/monet/aa/monet_104_29bcd7675b1c815a.jpg
Change the dark charcoal roof shingles to muted terracotta red, preserving the shingle pattern and roof shape.
local
0
render_3d
10
p01
color
shed roof
render_3d
synthetic
synthetic/z-image
monet:104_29bcd7675b1c815a:p02
monet:104_29bcd7675b1c815a
images/monet/aa/monet_104_29bcd7675b1c815a.jpg
Extend the window on the left gable wall downward to make it noticeably taller, keeping its width, white frame, and four-pane design.
local
0
render_3d
10
p02
size
left gable window
render_3d
synthetic
synthetic/z-image
monet:104_29bcd7675b1c815a:p03
monet:104_29bcd7675b1c815a
images/monet/aa/monet_104_29bcd7675b1c815a.jpg
Add a wooden planter box filled with red flowers directly below the window on the right wall.
local
0
render_3d
10
p03
add
right wall beneath the window
render_3d
synthetic
synthetic/z-image
monet:104_29bcd7675b1c815a:noop
monet:104_29bcd7675b1c815a
images/monet/aa/monet_104_29bcd7675b1c815a.jpg
Keep the image exactly unchanged.
identity
0
render_3d
10
noop
null
null
render_3d
synthetic
synthetic/z-image
monet:007_855dec8dee9841b0:p01
monet:007_855dec8dee9841b0
images/monet/cb/monet_007_855dec8dee9841b0.jpg
Change the pale yellow fill of the large red-outlined coastal map region to light lavender. Keep its border, coastline, labels, and internal map details unchanged.
local
0
graphic_design
11
p01
color
highlighted coastal map region
graphic_design
synthetic
synthetic/z-image
monet:007_855dec8dee9841b0:p02
monet:007_855dec8dee9841b0
images/monet/cb/monet_007_855dec8dee9841b0.jpg
Give only “30 years” at the right end of the second headline line distinctly forward-slanted italic letterforms. Preserve the exact wording, navy color, and surrounding layout.
local
0
graphic_design
11
p02
shape
“30 years” in the headline
graphic_design
synthetic
synthetic/z-image
monet:007_855dec8dee9841b0:p03
monet:007_855dec8dee9841b0
images/monet/cb/monet_007_855dec8dee9841b0.jpg
Add one clearly visible dark navy five-point star marker inside the yellow coastal map region, below and to the right of its central two-line black label. Do not cover any text or alter the existing markers.
local
0
graphic_design
11
p03
add
highlighted coastal map region
graphic_design
synthetic
synthetic/z-image
monet:007_855dec8dee9841b0:noop
monet:007_855dec8dee9841b0
images/monet/cb/monet_007_855dec8dee9841b0.jpg
Keep the image exactly unchanged.
identity
0
graphic_design
11
noop
null
null
graphic_design
synthetic
synthetic/z-image
openimages:10455d2c5ef7415e:p01
openimages:10455d2c5ef7415e
images/openimages/44/openimages_10455d2c5ef7415e.jpg
Repaint the large turquoise front nose panel below the curved black seam a glossy deep red. Preserve its reflections, the black seam, and the pale lower band.
local
0
openimages
12
p01
color
front nose panel of the train
null
null
null
openimages:10455d2c5ef7415e:p02
openimages:10455d2c5ef7415e
images/openimages/44/openimages_10455d2c5ef7415e.jpg
Make the train's dark driver's windshield noticeably wider and taller, with rounded wraparound corners. Keep the two red lights above it in place.
local
0
openimages
12
p02
shape
driver's windshield
null
null
null
openimages:10455d2c5ef7415e:p03
openimages:10455d2c5ef7415e
images/openimages/44/openimages_10455d2c5ef7415e.jpg
Add a prominent circular silver emblem at the center of the turquoise nose panel, below the curved black seam, following the panel's curvature.
local
0
openimages
12
p03
add
front nose panel of the train
null
null
null
openimages:10455d2c5ef7415e:noop
openimages:10455d2c5ef7415e
images/openimages/44/openimages_10455d2c5ef7415e.jpg
Keep the image exactly unchanged.
identity
0
openimages
12
noop
null
null
null
null
null
monet:060_22d334d14e1743ba:p01
monet:060_22d334d14e1743ba
images/monet/ea/monet_060_22d334d14e1743ba.jpg
Change the exposed golden portion of the hand-held churro to a rich red-velvet color, keeping its sugar dusting and chocolate-coated portion unchanged.
local
0
photographic
13
p01
color
exposed golden portion of the hand-held churro
photographic
synthetic
synthetic/flux-schnell
monet:060_22d334d14e1743ba:p02
monet:060_22d334d14e1743ba
images/monet/ea/monet_060_22d334d14e1743ba.jpg
Make the ridges on the exposed portion of the hand-held churro broader and more deeply defined, while keeping its overall position, the hand, and the bowl unchanged.
local
0
photographic
13
p02
shape
ridges on the exposed churro
photographic
synthetic
synthetic/flux-schnell
monet:060_22d334d14e1743ba:p03
monet:060_22d334d14e1743ba
images/monet/ea/monet_060_22d334d14e1743ba.jpg
Add a noticeable scattering of finely chopped green pistachios to the chocolate-coated portion of the hand-held churro above the sauce surface, leaving the chocolate in the bowl unchanged.
local
0
photographic
13
p03
add
chocolate-coated portion of the hand-held churro
photographic
synthetic
synthetic/flux-schnell
monet:060_22d334d14e1743ba:noop
monet:060_22d334d14e1743ba
images/monet/ea/monet_060_22d334d14e1743ba.jpg
Keep the image exactly unchanged.
identity
0
photographic
13
noop
null
null
photographic
synthetic
synthetic/flux-schnell
monet:122_83dd1bb8022c3084:p01
monet:122_83dd1bb8022c3084
images/monet/1a/monet_122_83dd1bb8022c3084.jpg
Change the main woman's crimson hair to icy silver, preserving its strands, shading, and shape.
local
0
anime_cartoon
14
p01
color
main woman's hair
anime_cartoon
synthetic
synthetic/flux-schnell
monet:122_83dd1bb8022c3084:p02
monet:122_83dd1bb8022c3084
images/monet/1a/monet_122_83dd1bb8022c3084.jpg
Reshape the main woman's red shoulder armor on the left side of the image into a larger, sharply angled pauldron, leaving her pose and the newspaper unchanged.
local
0
anime_cartoon
14
p02
shape
main woman's shoulder armor on the image left
anime_cartoon
synthetic
synthetic/flux-schnell
monet:122_83dd1bb8022c3084:p03
monet:122_83dd1bb8022c3084
images/monet/1a/monet_122_83dd1bb8022c3084.jpg
Add a prominent gold star insignia to the visible red shoulder armor on the right side of the image, above the newspaper.
local
0
anime_cartoon
14
p03
add
main woman's shoulder armor on the image right
anime_cartoon
synthetic
synthetic/flux-schnell
monet:122_83dd1bb8022c3084:noop
monet:122_83dd1bb8022c3084
images/monet/1a/monet_122_83dd1bb8022c3084.jpg
Keep the image exactly unchanged.
identity
0
anime_cartoon
14
noop
null
null
anime_cartoon
synthetic
synthetic/flux-schnell
monet:039_815389a19ba48fe8:p01
monet:039_815389a19ba48fe8
images/monet/0c/monet_039_815389a19ba48fe8.jpg
Change the woman's visible teal bodice and left sleeve to deep royal blue, preserving their embroidered flowers and gold trim.
local
0
illustration_painting
15
p01
color
woman's gown
illustration_painting
synthetic
synthetic/z-image
monet:039_815389a19ba48fe8:p02
monet:039_815389a19ba48fe8
images/monet/0c/monet_039_815389a19ba48fe8.jpg
Reshape the round red gemstone on the woman's chest into a prominent teardrop-shaped ruby, keeping its gold setting.
local
0
illustration_painting
15
p02
shape
red chest pendant
illustration_painting
synthetic
synthetic/z-image
monet:039_815389a19ba48fe8:p03
monet:039_815389a19ba48fe8
images/monet/0c/monet_039_815389a19ba48fe8.jpg
Add a slim gold bangle around the woman's exposed wrist, just below the cuff of her extended sleeve.
local
0
illustration_painting
15
p03
add
woman's extended wrist
illustration_painting
synthetic
synthetic/z-image
monet:039_815389a19ba48fe8:noop
monet:039_815389a19ba48fe8
images/monet/0c/monet_039_815389a19ba48fe8.jpg
Keep the image exactly unchanged.
identity
0
illustration_painting
15
noop
null
null
illustration_painting
synthetic
synthetic/z-image
monet:018_665f0871128514a7:p01
monet:018_665f0871128514a7
images/monet/58/monet_018_665f0871128514a7.jpg
Recolor the house's white exterior walls to a warm light beige, keeping the red accents, window frames, and roof trim unchanged.
local
0
render_3d
16
p01
color
house exterior walls
render_3d
synthetic
synthetic/flux-schnell
monet:018_665f0871128514a7:p02
monet:018_665f0871128514a7
images/monet/58/monet_018_665f0871128514a7.jpg
Make the ground-floor window on the house's right facade noticeably taller by extending its bottom edge downward. Keep its width, red trim, and dark glazing unchanged.
local
0
render_3d
16
p02
size
ground-floor window on the right facade
render_3d
synthetic
synthetic/flux-schnell
monet:018_665f0871128514a7:p03
monet:018_665f0871128514a7
images/monet/58/monet_018_665f0871128514a7.jpg
Add one long, low charcoal planter filled with green shrubs against the base of the house, directly beneath the ground-floor window on the right facade.
local
0
render_3d
16
p03
add
area beneath the right-facade ground-floor window
render_3d
synthetic
synthetic/flux-schnell
monet:018_665f0871128514a7:noop
monet:018_665f0871128514a7
images/monet/58/monet_018_665f0871128514a7.jpg
Keep the image exactly unchanged.
identity
0
render_3d
16
noop
null
null
render_3d
synthetic
synthetic/flux-schnell
monet:127_5163ca9504c9348f:p01
monet:127_5163ca9504c9348f
images/monet/ae/monet_127_5163ca9504c9348f.jpg
Recolor the cream-colored crown emblem to rich gold, preserving its shape, black circular details, and black background.
local
0
graphic_design
17
p01
color
crown emblem
graphic_design
synthetic
synthetic/z-image
monet:127_5163ca9504c9348f:p02
monet:127_5163ca9504c9348f
images/monet/ae/monet_127_5163ca9504c9348f.jpg
Replace the cross at the top center of the crown with a five-pointed star attached at the same position. Leave the rest of the emblem unchanged.
local
0
graphic_design
17
p02
shape
cross at the top of the crown
graphic_design
synthetic
synthetic/z-image
monet:127_5163ca9504c9348f:p03
monet:127_5163ca9504c9348f
images/monet/ae/monet_127_5163ca9504c9348f.jpg
Replace the central black dot on the crown's lower decorated band with a bright red round gemstone, keeping the other dots unchanged.
local
0
graphic_design
17
p03
replace
central black dot on the lower crown band
graphic_design
synthetic
synthetic/z-image
monet:127_5163ca9504c9348f:noop
monet:127_5163ca9504c9348f
images/monet/ae/monet_127_5163ca9504c9348f.jpg
Keep the image exactly unchanged.
identity
0
graphic_design
17
noop
null
null
graphic_design
synthetic
synthetic/z-image
openimages:106828a294e2af0b:p01
openimages:106828a294e2af0b
images/openimages/0a/openimages_106828a294e2af0b.jpg
Change the pen's blue rubber grip to bright orange, preserving its ribbed texture and shape.
local
0
openimages
18
p01
color
blue pen grip
null
null
null
openimages:106828a294e2af0b:p02
openimages:106828a294e2af0b
images/openimages/0a/openimages_106828a294e2af0b.jpg
Make the silver collar immediately below the pen's grip twice as long along the pen, extending toward the barrel while keeping its diameter and metallic finish.
local
0
openimages
18
p02
size
silver collar below the pen grip
null
null
null
openimages:106828a294e2af0b:p03
openimages:106828a294e2af0b
images/openimages/0a/openimages_106828a294e2af0b.jpg
Remove the white printed lettering from the visible blue pen barrel below the silver collar, leaving a plain blue surface in its place.
local
0
openimages
18
p03
remove
white lettering on the pen barrel
null
null
null
openimages:106828a294e2af0b:noop
openimages:106828a294e2af0b
images/openimages/0a/openimages_106828a294e2af0b.jpg
Keep the image exactly unchanged.
identity
0
openimages
18
noop
null
null
null
null
null
monet:055_84ac48227885d714:p01
monet:055_84ac48227885d714
images/monet/e8/monet_055_84ac48227885d714.jpg
Change the exposed rock on the prominent snow-capped mountain just right of center to a warm reddish brown, while keeping its snow patches white and the surrounding landscape unchanged.
local
0
photographic
19
p01
color
exposed rock on the central-right mountain
photographic
synthetic
synthetic/flux-schnell
monet:055_84ac48227885d714:p02
monet:055_84ac48227885d714
images/monet/e8/monet_055_84ac48227885d714.jpg
Reshape the pointed summit of the prominent snow-capped mountain just right of center into a noticeably broader, rounded summit, leaving its lower ridges and the other mountains unchanged.
local
0
photographic
19
p02
shape
summit of the central-right mountain
photographic
synthetic
synthetic/flux-schnell
monet:055_84ac48227885d714:p03
monet:055_84ac48227885d714
images/monet/e8/monet_055_84ac48227885d714.jpg
Add a clearly visible, narrow white waterfall descending the dark face below the prominent central-right mountain's snowy summit, ending at its lower green slope.
local
0
photographic
19
p03
add
dark face of the central-right mountain
photographic
synthetic
synthetic/flux-schnell
monet:055_84ac48227885d714:noop
monet:055_84ac48227885d714
images/monet/e8/monet_055_84ac48227885d714.jpg
Keep the image exactly unchanged.
identity
0
photographic
19
noop
null
null
photographic
synthetic
synthetic/flux-schnell
monet:104_06fc8035e41e06cc:p01
monet:104_06fc8035e41e06cc
images/monet/af/monet_104_06fc8035e41e06cc.jpg
Change the central white-bearded figure's dark purple robe to deep emerald green, leaving the maroon sash and shoulder fabric unchanged.
local
0
anime_cartoon
20
p01
color
central figure's robe
anime_cartoon
synthetic
synthetic/flux-schnell
monet:104_06fc8035e41e06cc:p02
monet:104_06fc8035e41e06cc
images/monet/af/monet_104_06fc8035e41e06cc.jpg
Reshape the existing pointed tips of the central figure's gold crown into noticeably taller, narrower points, keeping the crown band in place.
local
0
anime_cartoon
20
p02
shape
central figure's gold crown
anime_cartoon
synthetic
synthetic/flux-schnell
monet:104_06fc8035e41e06cc:p03
monet:104_06fc8035e41e06cc
images/monet/af/monet_104_06fc8035e41e06cc.jpg
Add a prominent oval blue gemstone to the center of the front band of the central figure's gold crown.
local
0
anime_cartoon
20
p03
add
front band of the central figure's crown
anime_cartoon
synthetic
synthetic/flux-schnell
monet:104_06fc8035e41e06cc:noop
monet:104_06fc8035e41e06cc
images/monet/af/monet_104_06fc8035e41e06cc.jpg
Keep the image exactly unchanged.
identity
0
anime_cartoon
20
noop
null
null
anime_cartoon
synthetic
synthetic/flux-schnell
monet:020_9b24f639155a0e4d:p01
monet:020_9b24f639155a0e4d
images/monet/4c/monet_020_9b24f639155a0e4d.jpg
Recolor the dragon's blue scales on its neck, torso, and tail to rich emerald green, preserving their highlights and leaving the wings, horns, and underbelly unchanged.
local
0
illustration_painting
21
p01
color
dragon's blue scales
illustration_painting
synthetic
synthetic/z-image
monet:020_9b24f639155a0e4d:p02
monet:020_9b24f639155a0e4d
images/monet/4c/monet_020_9b24f639155a0e4d.jpg
Make the two long horns on the dragon's head noticeably longer and curve them backward toward its wings, leaving the head and other features unchanged.
local
0
illustration_painting
21
p02
shape
dragon's head horns
illustration_painting
synthetic
synthetic/z-image
monet:020_9b24f639155a0e4d:p03
monet:020_9b24f639155a0e4d
images/monet/4c/monet_020_9b24f639155a0e4d.jpg
Add a broad gold collar around the dragon's neck just behind its head, following the curve of the neck without covering its face.
local
0
illustration_painting
21
p03
add
dragon's neck
illustration_painting
synthetic
synthetic/z-image
monet:020_9b24f639155a0e4d:noop
monet:020_9b24f639155a0e4d
images/monet/4c/monet_020_9b24f639155a0e4d.jpg
Keep the image exactly unchanged.
identity
0
illustration_painting
21
noop
null
null
illustration_painting
synthetic
synthetic/z-image
monet:052_37ba07346f92a065:p01
monet:052_37ba07346f92a065
images/monet/4e/monet_052_37ba07346f92a065.jpg
Recolor the large fish's blue-green body scales to vivid copper-orange, preserving the individual scale highlights, eye, and fins.
local
0
render_3d
22
p01
color
large fish in front of the stone arch
render_3d
synthetic
synthetic/z-image
monet:052_37ba07346f92a065:p02
monet:052_37ba07346f92a065
images/monet/4e/monet_052_37ba07346f92a065.jpg
Make the large fish's downward-pointing pectoral fin noticeably longer and broader, keeping its translucent, striped appearance.
local
0
render_3d
22
p02
shape
large fish's visible pectoral fin
render_3d
synthetic
synthetic/z-image
monet:052_37ba07346f92a065:p03
monet:052_37ba07346f92a065
images/monet/4e/monet_052_37ba07346f92a065.jpg
Add a short trail of five small, translucent air bubbles rising just in front of the large fish's mouth.
local
0
render_3d
22
p03
add
space in front of the large fish's mouth
render_3d
synthetic
synthetic/z-image
monet:052_37ba07346f92a065:noop
monet:052_37ba07346f92a065
images/monet/4e/monet_052_37ba07346f92a065.jpg
Keep the image exactly unchanged.
identity
0
render_3d
22
noop
null
null
render_3d
synthetic
synthetic/z-image
monet:103_ff260a84f79f798a:p01
monet:103_ff260a84f79f798a
images/monet/ff/monet_103_ff260a84f79f798a.jpg
Change the large two-line headline “THE LONGEST SERVING AFRICAN PRESIDENTS” at the top to a bold serif lettering style. Preserve its exact wording, white color, two-line layout, and all other text.
local
0
graphic_design
23
p01
shape
top headline
graphic_design
synthetic
synthetic/flux-schnell
monet:103_ff260a84f79f798a:p02
monet:103_ff260a84f79f798a
images/monet/ff/monet_103_ff260a84f79f798a.jpg
Recolor the orange-filled regions of the central Africa map royal blue, retaining their boundaries, internal lines, and the white star. Leave the other map colors unchanged.
local
0
graphic_design
23
p02
color
orange regions of the central Africa map
graphic_design
synthetic
synthetic/flux-schnell
monet:103_ff260a84f79f798a:p03
monet:103_ff260a84f79f798a
images/monet/ff/monet_103_ff260a84f79f798a.jpg
Remove the white five-pointed star from the orange eastern section of the Africa map, filling its former position with the surrounding orange while leaving the rest of the map unchanged.
local
0
graphic_design
23
p03
remove
white star on the eastern Africa map
graphic_design
synthetic
synthetic/flux-schnell
monet:103_ff260a84f79f798a:noop
monet:103_ff260a84f79f798a
images/monet/ff/monet_103_ff260a84f79f798a.jpg
Keep the image exactly unchanged.
identity
0
graphic_design
23
noop
null
null
graphic_design
synthetic
synthetic/flux-schnell
openimages:000f80ac9b064fb6:p01
openimages:000f80ac9b064fb6
images/openimages/68/openimages_000f80ac9b064fb6.jpg
Recolor the center-right cream ruffled skirt to dusty blue, preserving its folds, sheer fabric, and layered edges. Leave the surrounding garments unchanged.
local
0
openimages
24
p01
color
center-right cream ruffled skirt
null
null
null
openimages:000f80ac9b064fb6:p02
openimages:000f80ac9b064fb6
images/openimages/68/openimages_000f80ac9b064fb6.jpg
Reshape the lowest outer ruffle of the center-right cream skirt into a row of deep, rounded scallops. Keep the upper ruffles and surrounding garments unchanged.
local
0
openimages
24
p02
shape
lowest outer ruffle of the cream skirt
null
null
null
openimages:000f80ac9b064fb6:p03
openimages:000f80ac9b064fb6
images/openimages/68/openimages_000f80ac9b064fb6.jpg
Add a medium-sized burgundy satin bow to the front center of the cream skirt, just below its upper ruffle. Leave the rest of the image unchanged.
local
0
openimages
24
p03
add
front of the cream skirt below its upper ruffle
null
null
null
openimages:000f80ac9b064fb6:noop
openimages:000f80ac9b064fb6
images/openimages/68/openimages_000f80ac9b064fb6.jpg
Keep the image exactly unchanged.
identity
0
openimages
24
noop
null
null
null
null
null
End of preview. Expand in Data Studio

TailSteer-Source

Source images and local-edit instructions for learning drift-resistant image editing.

11,947 images · 47,788 trajectory requests · photographs, anime, illustrations, 3D renders and graphic designs.

Source images and local edits

Selected source/edit pairs from real FLUX.2 [klein] Base 9B rollouts. Each instruction edits one local feature while keeping the rest of the image unchanged.

From images to preservation training

Images come from Open Images and MONET. Local-edit prompts were annotated with GPT-6.1-sol. Each image has three independent local-edit instructions and one identity instruction.

Run a base editor on these requests to build a Preservation-Aware Trajectory Cache, then train TailSteer from that cache. The download provides source images and prompts; the cache is generated with your chosen backbone.

What a trajectory cache contains

The cache retains the encoded source, terminal output, selected denoising states, preservation masks, and the conditioning/schedule metadata needed for training. The colored state panels above are PCA visualizations, not decoded images.

Get started

With TailSteer installed and the base model prepared:

tailsteer prepare training-source
tailsteer cache --backbone flux2-klein-base-9b --gpus 8
tailsteer train --backbone flux2-klein-base-9b --gpus 8

Also supports FLUX.1 Kontext dev, Qwen-Image-2.1 and SenseNova-U1.5-8B-MoT. Change --backbone to select the model.

To download the dataset independently:

from huggingface_hub import snapshot_download
snapshot_download("Lyricccco/TailSteer-Source", repo_type="dataset",
                  revision="v1.0", local_dir="data/training")

sources.jsonl pairs relative image paths with prompts, source IDs and seeds. Images are in images/; per-image attribution is in provenance.jsonl. Original image licenses are retained; see LICENSE.md.

Evaluate multi-turn editing with our companion benchmark: Add & Preserve.

From TailSteer: Trajectory-Tail Steering for Drift-Resistant Multi-turn Image Editing.

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