Wirestock originally founded as a stock content distribution platform, it has pivoted heavily into providing ethically sourced visual datasets for AI training.
In my role, I produce sequential editing datasets designed specifically for computer vision model training. I deliver 25 to 30 composite sets per month. Each set consists of an original image transformed through a four step sequence, accompanied by step-by-step prompt instructions.
My scope of work includes diverse edit types:
• Global edits: Adjusting time of day, weather, or season (e.g., night, rain, summer).
• Local edits: Background replacements, object additions/removals, and subject transformations.
• Global edits: Adjusting time of day, weather, or season (e.g., night, rain, summer).
• Local edits: Background replacements, object additions/removals, and subject transformations.
Crucially, every stage of this sequential editing is executed manually using traditional digital imaging techniques without the use of generative AI tools to ensure clean, non-derivative ground truth data for AI learning model training.
Example 1
Empty desert roadside with sparse green scrub bushes, sandy terrain, fenced area, and cloudy sky.
Add a triangular red warning road sign with a camel silhouette to the foreground roadside.
Add a single brown camel standing in the sand next to the camel crossing sign.
Add a second camel walking along the dirt path in the background behind the first camel.
Change the daytime sky to a dramatic, glowing orange and golden sunset with scattered clouds.
Example 2
Outdoor blue and green tennis court surrounded by lush trees, hedges, and a basketball hoop.
Tennis court under a bright blue sky with scattered fluffy white clouds.
Female tennis player holding a racket and ball on a blue and green outdoor court.
Two tennis players playing a match on an outdoor blue and green tennis court.
Tennis players on court with an extra racket and tennis balls lying on the foreground surface.
Example 3
Wide shot of empty stone outdoor stairs in a city park with skyscrapers and trees in the background.
Add woman in sports bra and grey shorts jogging down wide outdoor stone stairs in a city park.
Add a man in athletic wear jogging together side-by-side down wide outdoor stone stairs in a sunny city.
Man and woman jogging down outdoor city stairs together under an overcast sky with high-rise buildings behind them.
Change the weather to heavy rainstorm with dark dramatic storm clouds.
Example 4
A Spanish-style home with tile roofs features a paved driveway, tall palm tree, and lush green foliage under dusk skies
Remove the tall palm tree from behind the wall in the center of the background.
Add a dark blue sports car parked on the paved driveway.
hange the sky from daytime to twilight and turn on the house lights and car headlights.
Change the twilight sky into a clear, starry night sky
Example 5
Close-up portrait of a young man with dark combed hair, fair skin, light stubble, and minor skin blemishes against a studio background.
Change the face of the young man with smooth skin, reduced blemishes, and a clean studio backdrop.
Fix the hair sihouette to look better
Zoom out the the whole picture, to shows more of his shoulder
Change the background into scenic mountain landscape with warm golden hour sunlight.
Example 6
Empty paved road shaded by a lush green tree canopy.
Add a man with a mustache, helmet, and sunglasses riding a motorcycle in the foreground.
Add a person wearing a yellow helmet riding a white scooter in the right lane.
Add another motorcyclist riding down the center lane in the background wearing a helmet and mask.
Adjust the overall lighting and color grading to a warm, golden hour tone.
Example 7
* A white SUV driving along a dirt path through grassy green hills under a bright blue sky.
* Add a green SUV in the foreground driving on the right side of the dirt path.
* Add dirt spray and motion blur behind the rear tire of the green SUV in the foreground.
* Add a flock of birds flying across the sky in formation above the grassy hills.
* Increase contrast and warm lighting across the entire scene for a more vivid, dramatic look.
Example 8
A adult zebra and its foal standing in a grassy savanna field with trees in the background.
Add a lioness walking quietly in the background on the right side behind the zebras.
Add a male lion with a mane walking in the background on the far left side.
Change the lighting of the scene to a warm, golden hour sunset glow across the savanna.
Enhance the golden lighting and add dramatic depth of field with cinematic lighting and soft shadows.
Example 9
A small silver hatchback parked on a mountain road with misty, rocky slopes and low-hanging clouds in the background.
Change the foggy mountain background into a clear, sunny valley overview with distant fields, rolling hills, and a blue sky.
Replace the dry, patchy ground in the foreground with a vibrant, lush green grass lawn stretching across the bottom of the image.
Add a sleek, teal sports coupe driving on the road to the left of the silver hatchback.
Enhance the sky with soft, wispy clouds and boost the overall lighting, contrast, and color vibrancy across the scene.
Example 10
Empty, narrow paved road winding through a dense green forest, foggy background.
Add a silver crossover SUV driving on the left side of the forest road, facing away.
Add a second modern car driving in the opposite direction down the forest road.
Make the overall forest scene darker with dramatic low-key lighting and deeper shadows.
