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EditOutcome-ACF-8K

instruction stringlengths 13 908	source imagewidth (px) 512 512
Change the pose of the man in the blue polo: in the original he holds a red phone up with both arms extended and looks off to the side with his mouth open; in the new image remove the phone and bring both hands together in a prayer (Anjali) position centered at his chest, with arms relaxed and his head facing forward w...
Replace the original boat interior with a starry-night camping site: a Van Gogh–style swirling night sky above rolling hills and dark cypress silhouettes, a small cluster of canvas tents, a winding path and a glowing campfire in the midground. Place the main subject — the man in the black hoodie with tan drawstrings at...
Replace the original background with the Grand Canyon, Arizona: a vast layered red-and-ochre canyon stretching to the horizon with the Colorado River winding far below and sunlit sandstone cliffs and a rocky ledge in the immediate foreground. Place the woman from the original photo standing on the sunlit rim rock ledge...
Whiten the face of the person on the motorcycle in the foreground and apply a brighter filter.
Change the pose of the young blonde girl who originally sits curled with her arms wrapped around her knees and chin resting on them; in the new image she sits more upright, facing the camera with one arm raised to brush back her hair while her long hair is blown to the side. Keep her facial features, clothing, lighting...
Replace the original desert shelter background with a bustling market street framed by brick buildings and canvas awnings, filled with colorful fruit stalls, wooden crates, shoppers and soft-focused passersby; place a wooden cart piled with oranges in front of the scene as a foreground prop. Keep the child (striped tea...
Replace the word "SURICATA" to "SURICAT" and remove the "®" symbol!
Change the man's jacket to a red quilted design.
Change the image to a gothic-style, enhancing the dark contrasts and adding intricate patterns to the icy surface.
Replace the pen with a gold fountain pen.
change the weather to a sunny day with clear blue skies and brighten the overall image.
Create an artwork in a tribal aesthetic, focusing on the tall buildings as the central elements.
Change the inscription "No" on one of the coins to "Go".
Change the spray paint cans to a monochrome shade of silver, with a glossy finish.
Replace the original plain black studio backdrop behind the couple — the woman in a mauve top with suspenders and houndstooth skirt and the man in a cream knit sweater and flat cap — with a bright, casual fast‑food restaurant interior featuring a tiled floor, long illuminated menu boards above the order counter, custom...
Change the pose of the man in the navy USPA polo: originally standing and pointing with both hands toward the camera with his mouth open, but in the new image he is mid-jump performing a basketball jump shot — legs bent in the air, left arm fully extended upward holding a basketball, right arm near his chest and head l...
Apply a minimalistic flat design style to the woman's dress and background while keeping the rose and her hair in a realistic style.
Change the pose of the woman in the floral dress: in the original she extends her right arm holding a smartphone for a selfie, while in the new image that same right arm is repositioned with the hand making an "L" shape (index finger pointing up, thumb extended sideways) near her forehead and the phone removed. Preserv...
change the sky to a clear blue with bright sunlight enhancing the overall brightness of the image
Change the word "RARTY" to "PARTY" in the bold, glowing cyan block letters:
Make the ukuleles entirely from glass.
Change the girl's black shorts to a pair of blue jeans.
Change the man's pose to leaning casually against a wall.
Whiten her face and enhance the skin texture.
Replace the original indoor store background with the Louvre Museum courtyard in Paris, showing the iconic glass pyramid centered in the midground, the classical Palais du Louvre facades stretching across the horizon, a broad stone plaza with scattered visitors, and a soft overcast sky. Position the woman (blonde hair,...
Add two more sunflowers with blurred green leaves in the background behind the main sunflower.
Convert the laptop and bed into a graffiti style.
Make the airplane ascend higher.
Apply a sepia tone filter to the entire image, enhancing the vintage feel while maintaining the aurora's glow.
Change the scarf to red.
Transform the head covering material into sheer fabric.
Colorize the image with a futuristic blue tone and enhance the lighting on the robot's armor.
Change the year "2018" on the laptop screen to "2023"
Replace the original background with a view of the Hollywood Hills showing the white "HOLLYWOOD" sign on the ridge, rolling dry brush and scattered houses below, and a clear blue sky bathed in warm golden-hour light. Place the woman (blonde, shoulder-length hair, rust sleeveless top and navy skirt) in the foreground on...
Colorize this photo while maintaining the current lighting and composition.
Change the pose of the girl in the yellow jacket with dog ears, braided hair and a tail: in the original she stands upright with arms at her sides and feet together, transform her into a mid-air jump-shot — right arm fully extended overhead holding a basketball, left arm bent for balance, legs bent and slightly tucked,...
Craft the raincoat from a glossy, waterproof nylon fabric.
Dress the woman in the blue-striped dress in a white blouse.
Change the snowy mountain peaks to a lush, green forest with blooming flowers under a sunny sky.
The person tilts their head back and lifts their chin upward.
Replace the chair with a sofa.
Replace the original studio backdrop with the Summer Palace in Beijing: a bright scene of Kunming Lake with tree-covered hills in the distance, traditional wooden boats on the water, and an ornate multi-tiered pavilion with green-glazed tiled roofs behind a carved white marble balustrade. Place the man from the photo...
Make the hair black and straight
Convert the snowy landscape to a sunny day with vibrant colors and enhance the overall clarity.
Remove the pearl necklace and add a gold choker necklace.
Change the lace curtain into a silk curtain.
Change the ocean and surfers to resemble a Lego stop-motion model scene.
Replace the statue's face with a serene, smiling expression.
Change the pose of the young man in the portrait: instead of the original stationary head-and-shoulders frontal pose, place him mid-air performing a jump shot — full body airborne with his right arm fully extended upward holding a basketball, left arm trailing for balance and legs bent as if leaping. Keep his face, hai...
The person moves the round package closer to the camera.
Change the text 'AN ENGLISH SPRING' on the book cover to 'A BRITISH AUTUMN'.
change the color of the whale's body to light green
Change the group of people from dancing to walking in a line
Change the flower the girl is holding to a red rose.
Apply a cool blue filter to the image.
Change the shirt color to a soft lavender, maintaining the texture details.
Transform the scene into a Japanese anime visual style, emphasizing the character's outfit and the surrounding greenery.
Change the phrase 'Back to school planning' to 'Summer vacation planning'!
Reimagine the building as a cross-stitched embroidery textile.
Change the pose of the man in the portrait: in the original he looks slightly upward with a neutral expression and no hands visible, while in the edited version he raises a hand near his face to form a peace (V) sign and softens into a small smile. Preserve his facial features, hair, clothing, lighting and the blurred ...
change the weather to a sunny day with a vibrant blue sky
Turn the purple fabric of the dress into a shiny silk material
Replace the plain studio background with a rustic farmyard: place the woman in front of a weathered red wooden barn with open doors, stacked hay bales and a green tractor to the side, under a partly cloudy blue sky and standing on dirt strewn with straw with goats and white chickens gathered around her feet. Adjust her...
Apply a cool blue filter to the image to enhance the starry night sky and reduce the yellowish tint.
Replace the original background with an indoor badminton hall: polished wooden courts with white boundary lines, badminton nets and posts, players and benches in the midground, blue padded walls, overhead fluorescent fixtures and a visible scoreboard/bleachers in the distance. Place the main subject — an older man with...
add a delicate butterfly on the flower's petal
Swap the woman's black top for a white lace blouse.
Replace the original background with an open-air concert stage complete with a large illuminated truss, rows of bright stage lights and spot beams cutting into the night sky, oversized LED video panels and smoke effects behind the performer, floor monitors and speaker stacks along the catwalk, and a cheering crowd fill...
Edit the eyes to look blue and bright.
Change the ice's material to glass.
Replace the text 'INDEXED' to 'INCLUDED'
Change the pose of the woman in the pale pink cropped tank and green leggings: in the original she stands with both hands on her hips, but in the new image her left arm is raised to lift sunglasses onto her face while her right arm hangs relaxed at her side. Preserve her facial features, hairstyle, clothing, lighting a...
Make the birds in the water take off and fly upwards.
Create a dark-themed version with the temple's details highlighted in subtle neon colors.
Create an artwork in a tribal aesthetic, incorporating the car as the central element.
include a person walking in the foreground
Make the person's hair darker and fuller, reduce the wrinkles on the face, and smooth the skin texture.
Replace the word 'WEED' to 'GRASS' on the sign:
Apply the art style of Hayao Miyazaki's animated films to the woman and the colorful elements in the foreground.
The main person is a young woman seated in the foreground; replace the original background with the Alhambra’s Nasrid Palace courtyard in Granada, featuring ornate horseshoe arches, carved stucco and colorful zellij tile panels, marble steps, and a central reflecting pool with fountains framed by trimmed cypress hedges...
Replace the workout outfit with a cotton tracksuit.
Change the pose of the woman in the navy turtleneck: in the original she stands with both hands in her pockets, head tilted down and hair pulled back under a headband; make her lift her right hand toward her head, tilt her chin up slightly, and release her hair so it flows outward as if blown by wind. Keep her facial f...
Make the protest signs material from durable plastic.
Apply a heavy rainstorm effect with dark clouds
The man clasps his hands together in front of him.
Convert the image into a monochrome sketch style.
Change the text 'SAMPLE' on the license plate to 'REAL'
alter the color of the tuk-tuk to yellow
Make all the people in the image walk towards the central gate.
Change the spear's material to crystal.
Remove the lipstick.
Change the lighthouse into a glowing beacon in the night sky.
Change the bird's feathers to have neon colors and add futuristic city lights in the background.
Replace the original background with an alpine mountain hiking path: a winding rocky dirt trail cutting through green grassy meadows with low evergreen shrubs, scattered boulders, and distant snow‑capped peaks under a partly cloudy sky. Place the girl in the left foreground on the trail as if mid‑hike, preserving her f...
Make her look taller
Add a small wooden bench next to the woman in the forest scene.
Replace the background with Thanksgiving autumn leaves.
Apply a cool blue tone to the entire image to simulate a cold, early morning atmosphere.
Replace the original beach-and-car background with a long wooden truss bridge walkway: weathered wooden planks underfoot, sturdy railings with riveted metal plates and repeating triangular beams receding into the distance, with a stone-arch bridge, river and tree-lined banks visible beyond. Place the woman (blonde with...
Convert the geometric patterns into a soft, pastel color palette while maintaining the abstract design.

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EditOutcome ACF-8K

This release contains the 8,228-example Atomic Contract Frontier training view used for image-editing reinforcement learning.

Each row contains only:

instruction: the image-edit instruction.
source: the source image supplied to the editor.

Rewards, model outputs, rollout trajectories, contracts, filtering labels, and local paths are excluded. The row order is the frozen training order. The source datasets referenced by the construction pipeline publish Apache-2.0 dataset cards; users remain responsible for reviewing the rights attached to individual source images for their intended use.

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