Customizing Text-to-Image Diffusion with Camera Viewpoint Control

Code Paper Project Gallery Demo

Generations with different camera pose and text prompts

We show randomly selected generated samples of our method with different camera poses.

A car beside a field of blooming sunflowers


A car in front of an old, brick train station


A car next to a picnic table in a park


A car on a bridge over a calm river


A car parked by a snowy mountain range


A car with a bike rack on top


A car with a guitar leaning against it


A car with a kayak mounted on the roof


A black car in a busy city street


A convertible car near a coastal boardwalk


A green car in a driveway, next to a house


A jeep car on a rugged dirt road


A minivan car outside a school, during pickup time


A red car in a mall parking lot


A volkswagon beetle car in front of a luxury hotel


A yellow car at a gas station


A car beside a field of blooming sunflowers


A car in front of an old, brick train station


A car next to a picnic table in a park


A car on a bridge over a calm river


A car parked by a snowy mountain range


A car with a bike rack on top


A car with a guitar leaning against it


A car with a kayak mounted on the roof


A black car in a busy city street


A convertible car near a coastal boardwalk


A green car in a driveway, next to a house


A jeep car on a rugged dirt road


A minivan car outside a school, during pickup time


A red car in a mall parking lot


A volkswagon beetle car in front of a luxury hotel


A yellow car at a gas station


A car beside a field of blooming sunflowers


A car in front of an old, brick train station


A car next to a picnic table in a park


A car on a bridge over a calm river


A car parked by a snowy mountain range


A car with a bike rack on top


A car with a guitar leaning against it


A car with a kayak mounted on the roof


A black car in a busy city street


A convertible car near a coastal boardwalk


A green car in a driveway, next to a house


A jeep car on a rugged dirt road


A minivan car outside a school, during pickup time


A red car in a mall parking lot


A volkswagon beetle car in front of a luxury hotel


A yellow car at a gas station


A large teddybear in a batman costume


A teddybear at a window with raindrops outside


A teddybear dressed as a construction worker


A teddybear holding a heart-shaped balloon


A teddybear in a pink barbie costume


A teddybear in a superhero costume


A teddybear next to a birthday cake with candles


A teddybear on a cozy armchair by a fireplace


A teddybear on a park bench under trees


A teddybear on the sand at the beach


A teddybear with a small toy car


A teddybear with a stack of children's books on the side


A brown teddybear on a blanket


A gray teddybear


A pink teddybear on a shelf


A white teddybear


A large teddybear in a batman costume


A teddybear at a window with raindrops outside


A teddybear dressed as a construction worker


A teddybear holding a heart-shaped balloon


A teddybear in a pink barbie costume


A teddybear in a superhero costume


A teddybear next to a birthday cake with candles


A teddybear on a cozy armchair by a fireplace


A teddybear on a park bench under trees


A teddybear on the sand at the beach


A teddybear with a small toy car


A teddybear with a stack of children's books on the side


A brown teddybear on a blanket


A gray teddybear


A pink teddybear on a shelf


A white teddybear


A large teddybear in a batman costume


A teddybear at a window with raindrops outside


A teddybear dressed as a construction worker


A teddybear holding a heart-shaped balloon


A teddybear in a pink barbie costume


A teddybear in a superhero costume


A teddybear next to a birthday cake with candles


A teddybear on a cozy armchair by a fireplace


A teddybear on a park bench under trees


A teddybear on the sand at the beach


A teddybear with a small toy car


A teddybear with a stack of children's books on the side


A brown teddybear on a blanket


A gray teddybear


A pink teddybear on a shelf


A white teddybear


A motorcycle beside a calm lake


A motorcycle in front of a graffiti-covered urban wall


A motorcycle next to a camping tent


A motorcycle on a mountain road with a scenic view


A motorcycle parked on a city street at night


A motorcycle with a guitar strapped to the back


A blue motorcycle


A cat riding motorcycle


A cruiser motorcycle in a parking lot


A dirt bike motorcycle on a trail in the woods


A golden retriever riding motorcycle


A green motorcycle


A red motorcycle in a garage


A scooter like motorcycle


A silver motorcycle


A vintage style motorcycle


A motorcycle beside a calm lake


A motorcycle in front of a graffiti-covered urban wall


A motorcycle next to a camping tent


A motorcycle on a mountain road with a scenic view


A motorcycle parked on a city street at night


A motorcycle with a guitar strapped to the back


A blue motorcycle


A cat riding motorcycle


A cruiser motorcycle in a parking lot


A dirt bike motorcycle on a trail in the woods


A golden retriever riding motorcycle


A green motorcycle


A red motorcycle in a garage


A scooter like motorcycle


A silver motorcycle


A vintage style motorcycle


A scooty beside a calm lake


A scooty in front of a graffiti-covered urban wall


A scooty next to a camping tent


A scooty on a mountain road with a scenic view


A scooty parked on a city street at night


A scooty with a guitar strapped to the back


A blue scooty


A cat riding scooty


A cruiser scooty in a parking lot


A dirt bike scooty on a trail in the woods


A golden retriever riding scooty


A green scooty


A red scooty in a garage


A scooter like scooty


A silver scooty


A vintage style scooty


A chair beside a guitar on a stand


A chair in a garden surrounded by flowers


A chair in a library next to a bookshelf


A chair next to a potted plant


A chair on a balcony overlooking the city skyline


A chair on a beach


A chair with a colorful cushion on it


A chair with a plush toy sitting on it


A black chair in a classroom


A folding chair at a camping site


A green chair in a cafe


A high chair in a kitchen


A red chair in a white room


A rocking chair on a porch


A yellow chair in a playroom


An office chair in a home study


A chair beside a guitar on a stand


A chair in a garden surrounded by flowers


A chair in a library next to a bookshelf


A chair next to a potted plant


A chair on a balcony overlooking the city skyline


A chair on a beach


A chair with a colorful cushion on it


A chair with a plush toy sitting on it


A black chair in a classroom


A folding chair at a camping site


A green chair in a cafe


A high chair in a kitchen


A red chair in a white room


A rocking chair on a porch


A yellow chair in a playroom


An office chair in a home study


A chair beside a guitar on a stand


A chair in a garden surrounded by flowers


A chair in a library next to a bookshelf


A chair next to a potted plant


A chair on a balcony overlooking the city skyline


A chair on a beach


A chair with a colorful cushion on it


A chair with a plush toy sitting on it


A black chair in a classroom


A folding chair at a camping site


A green chair in a cafe


A high chair in a kitchen


A red chair in a white room


A rocking chair on a porch


A yellow chair in a playroom


An office chair in a home study


rubber duck on a sandy beach, with waves crashing in the background


A rubber duck and an umbrella in a cozy living room


A rubber duck floating next to a colorful beach ball in a bathtub


A rubber duck in a dense jungle


A rubber duck on a rocky mountain top, overlooking the valley below


A rubber duck sitting in a grassy field, surrounded by wildflowers


A rubber duck with a small globe resting next to it


A rubber duck with a tiny book placed beside it on a wooden table


A bright red rubber duck


A clay figurine of rubber duck


A deep blue rubber duck on a bed


A neon pink rubber duck


A plush rubber duck on a sunny windowsill


A vivid green rubber duck


A wooden rubber duck


An origami of rubber duck


toy on a sandy beach, with waves crashing in the background


A toy and an umbrella in a cozy living room


A toy floating next to a colorful beach ball in a bathtub


A toy in a dense jungle


A toy on a rocky mountain top, overlooking the valley below


A toy sitting in a grassy field, surrounded by wildflowers


A toy with a small globe resting next to it


A toy with a tiny book placed beside it on a wooden table


A bright red toy


A clay figurine of toy


A deep blue toy on a bed


A neon pink toy


A plush toy on a sunny windowsill


A vivid green toy


A wooden toy


An origami of toy