Explore AI generated designs, images, art and prompts by top community artists and designers.

Vision-Language-Action (VLA) models have emerged as a promising paradigm for robot learning , but their representations are still largely inherited from static image-text pretraining , leaving physical dynamics to be learned from comparatively limited action data. Generative video models , by contrast , encode rich spatiotemporal structure and implicit physics , making them a compelling foundation for robotic manipulation. But their potentials are not fully explored in the literature. To bridge the gap , we introduce DiT4DiT , an end-to-end Video-Action Model that couples a video Diffusion Transformer with an action Diffusion Transformer in a unified cascaded framework. Instead of relying on reconstructed future frames , DiT4DiT extracts intermediate denoising features from the video generation process and uses them as temporally grounded conditions for action prediction. We further propose a dual flow-matching objective with decoupled timesteps and noise scales for video prediction , hidden-state extraction , and action inference , enabling coherent joint training of both modules. ,

masterpiece , best quality , ultra detailed , beautiful 20-year-old woman , long white hair , pure white wedding dress , elegant bride , delicate face , soft smile , graceful pose , full body , detailed lace , floral embroidery , translucent veil , white gloves , sparkling accessories , romantic atmosphere , soft lighting , cinematic lighting , dreamy background , highly detailed eyes , realistic fabric folds , elegant compositionmasterpiece , best quality , ultra detailed , anime style , beautiful 20-year-old woman , long white hair , white wedding dress , elegant bride , delicate face , soft smile , slim figure , full body , lace dress , long veil , white flowers , sparkling light , dreamy atmosphere , soft lighting , detailed eyes , clean lineart , beautiful shading , highly detailed , romantic scenelow quality , worst quality , blurry , bad anatomy , bad hands , extra fingers , missing fingers , deformed hands , extra arms , extra legs , poorly drawn face , ugly , mutated , distorted body , long neck , bad proportions , duplicate , cropped , watermark , text , logo , jpeg artifacts , messy dress , poorly drawn veilcathedral , church interior , stained glass , wedding aisle ,

Jesús viste una túnica holgada y un manto oscuro sobre el hombro , con cabello largo y oscuro. El camino está bordeado por arbustos y lomas oscuras , y su sombra se proyecta sobre el terreno. El cielo es un resplandor etéreo y brumoso , con la luz principal emergiendo del horizonte. El enfoque es nítido en el cordero y los pies de Jesús , con un fuerte contraste entre los elementos del primer plano y el fondo luminoso y atmosférico. ,

high definition image , Star-shaped castle , Magnificence , (Colorful castle ruins in clear blue light) masterpieces , at surface of the ocean , a partially staircase. On the outside of the vortex staircase , gravity-defying waterfall cascades upwards into the mountain , defying the laws of physics. The water flows through a series of floating islands and structure of the fish in an abstract Holographic Interference style , woman in red gown on staircase , the interior revealed by the unzipping above showcases a rain and water drops textures drip downward from the sky like river , realistic , best quality , By theatrical , ABM_fusion art style , Dynamic Dramatic , ABM_Vibrant Cosmic Nebula , 16K , rich detailed --ar 9:16 --style raw --profile ue2yzjl --stylize 500 ,

Create a 4x3 man (Use the uploaded image as the sole and 100% exact only face) selfie variation grid featuring the same adult man across twelve panels. Each panel should feel like a casual but photo-real phone selfie , with natural indoor light and strong facial consistency. The key variation should come from different hairstyle like long , short , curly with different glasses. Each panel should feature a different outfit. The result should feel like a curated beauty and style mood-board with natural diversity. no female face. ,

Create a 4x3 beauty selfie variation grid featuring the same adult woman across twelve panels. Each panel should feel like a casual but photoreal phone selfie , with natural indoor light and strong facial consistency. The key variation should come from different hair colors , hair lengths , outfits , and facial expressions. Include a stylish mix of looks such as pink bob hair , long dark hair , honey blonde waves , copper shoulder-length hair , soft brunette layers , and black sleek hair. Vary the hairstyles between short bob , shoulder-length cut , long straight hair , soft waves , curtain bangs , blunt bangs , and loose layered styles. Each panel should feature a different outfit , such as striped tank tops , fitted camisoles , casual fashion tops , soft knitwear , minimal dresses , and chic everyday pieces. Every panel should have a distinct pose and expression: pout , soft smile , neutral gaze , side glance , playful expression , serious stare , slightly raised chin , hand near lips , tilted head , and close-up angled selfie variations. The result should feel like a curated beauty and style moodboard with natural charm and fashionable diversity. ,

Mujer alta delgada , blanca latina , vestida con traje lleno de espinas que apuntan hacia afuera. Casco protector en la cabeza , spray de pimienta en mano. Camina con precaución por la calle de un barrio dominicano. Hay muchos haitianos negros que la miran con desprecio la mujer tiene piel blanca , ropa de color negra con espinas por todo el traje . las personas que le siguen son negros mal vestidos ,

Mujer blanca Latina , alta delgada , con traje protector con cuchillos pegados por todo el cuerpo , con las puntas hacia afuera. Casco protector con cámara delante y detrás , cara descubierta. Spray de pimienta en la mano. Camina con precaución por una calle de un barrio en Rep. Dominicana. Hay muchos haitianos negros , mal vestidos que la siguen y la miran con desprecio. ,

El Planeta Tierra , luego de una guerra nuclear con la participación de las principales potencias nucleares como son: Estados Unidos , China , Rusia , Correa del Norte , Japón , Reino Unido , Francia , etc. , y la afectación a la flora , fauna , paisajes naturales y principalmente los efectos en la especie humana y las consecuencias de su supervivencia a futuro. ,

A woman with a blond ponytail , the age of a college student , dressed in a tank top and short short cutoff jeans , with long bare legs heavily muscled , her feet in high heels She is in a pose showing very large and muscular arms and biceps , broad shoulders , narrow waist and full hips. Her thighs are thick with plates and cords of muscle , leading to her huge and swollen muscled calves. She is 5' 9" , . She is looking at the viewer with a stern look , slightly smiling , has deep blue eyes , and her skin is pale and untanned. She is posing with both arms behind her head , showing her immense biceps. ,

A quiet city park path during a spring shower , lined with cherry blossom trees in full bloom. The rain creates a soft , misty atmosphere , and fallen petals carpet the path. full body view of most beautiful woman , adorned in dress made of iridescent , bioluminescent fabrics that mimic intricate tiny drops shapes. A delicate young woman with a serene expression , standing on a rain-slicked path. She holds a vibrant , oversized umbrella adorned with cherry blossoms. The gentle spring rain causes petals to swirl around her. A vintage-style lamppost casts a warm , inviting glow on the wet scene. The overall mood is peaceful and contemplative. Cinematic film still with a shallow depth of field , capturing the beauty of nature after rain. ,

full body view of most beautiful woman as most beautiful Indian realistic woman with plus size flat stomach , breast size 44 FF , waist 30 , hips 48 , under hips 38 , most beautiful woman in elegant bold color Saree and long curly hairs , hairs tied up with hair style stylishly , necklace , big wide black eyes , full face , standing support with a wall , modern elite photo room , with luxury sofa set , background , spacious modern elite photo room , with luxury sofa set , maroon color carpet , elegant interior designs , vintage lamps , romantic reunion ambience , photorealistic , vibrant colors , intricate details , 8k.elegant interior designs , ,

A woman with a blond ponytail , the age of a college student , dressed in a tank top and short short cutoff jeans , with long bare legs heavily muscled , her feet in high heels She is in a double biceps pose showing very large and muscular arms and biceps , broad shoulders , narrow waist and full hips. Her thighs are thick with plates and cords of muscle , leading to her huge and swollen muscled calves. She is 5' 9" , . She is looking at the viewer with a sinister grin , deep blue eyes , and her skin is white and untanned. ,

Necesito una foto de perfil profesional , de alta resolución , manteniendo la estructura facial exacta , la identidad y las características clave de la persona en la imagen de entrada. El sujeto está encuadrado desde el pecho hacia arriba , con amplio espacio sobre la cabeza y espacio negativo , asegurando que la parte superior de la cabeza no se recorte. La persona mira directamente a la cámara con una expresión segura y autoritaria , y el cuerpo del sujeto está posicionado en un ligero ángulo de 3/4 hacia la cámara. Están estilizados para una sesión de fotos profesional en un estudio , con un traje de negocios azul marino de primera calidad con una camisa blanca impecable y una corbata discreta. El fondo es un estudio neutro sólido '#141414'. Tomada desde un ángulo alto con iluminación de estudio suave , difusa , brillante y aireada , que ilumina suavemente la cara y crea un sutil reflejo en los ojos , transmitiendo una sensación de autoridad y liderazgo. Capturada con un objetivo de 85 mm f/1.8 con poca profundidad de campo , enfoque exquisito en los ojos y un bokeh suave y hermoso. Observa los detalles nítidos en la textura de la tela del traje , los mechones individuales de cabello y la textura natural y realista de la piel. La atmósfera irradia confianza , profesionalismo y presencia ejecutiva. Gradación de color cinematográfica limpia y brillante con calidez sutil y tonos equilibrados , lo que garantiza una sensación pulida y contemporánea. ,

cinematic horror gouache painting / a secluded spaceship filled with alien skulls / a female predator stands in giant spaceship has been traveling for centuries , Inside the ship , which generates its own gravity through rotation / her head is tilted upward towards a gloomy menacing crimson top / her arms are raised toward the up / her hands are open wide / her posture is intense malevolent anger / rich intricate multilayered textures / ultra detailed / highly realistic / precise draftsmanship / super sharp resolution / octane rendering / eerie / foreboding / grainy / gritty / intimidating / macabre / malevolent / menacing / moody / mysterious / nefarious / ominous / supernatural / uncanny --aspect 9:16 ,

cinematic horror gouache painting / a secluded pristine lake filled with alien skulls / a a female predator with a cyber armor stands in huge giant spaceship has been traveling for centuries , Inside the ship , which generates its own gravity through rotation / her head is tilted upward towards a gloomy menacing crimson top / her arms are raised toward the up / her hands are open wide / her posture is intense malevolent anger / mist with a crimson and black gradient hues eerily rises from the lake / rich intricate multilayered textures / ultra detailed / highly realistic / precise draftsmanship / super sharp resolution / octane rendering / eerie / foreboding / grainy / gritty / intimidating / macabre / malevolent / menacing / moody / mysterious / nefarious / ominous / supernatural / uncanny --aspect 9:16 ,

Una chica de apariencia joven.Destalles: color de piel es entre beige , durazno , amarillo claro. Cabello castaño-rubio con ligeros colores rubios donde da la luz y de castaño oscuro cuando hay sombra en el cabello , se ve que el cabello pesa pero se auto sostiene , cabello finamente cortado , mismo tamaño de corte , sin curvas en el corte de cabello , ojos azules.Transmite; que se cuida , que no es promedio , ni natural.Cámara: fija , frente a la chica , y muestra de los pies a la cabeza.Escena o fondo: blanco como una foto formal.La chica está de frente , los ojos definidos , mirando a la cámara y postura neutral , gesto facial neutral.Cuerpo con curvas , pero no genéricas , caderas anchas , hombros angostos , costillas cóncavas y estrechas , y cintura pequeña , glúteos redondos y sobresalientes , pero no exagerados , medio grandes , pechos medio grandes y redondos. Poca grasa en la cara , en el cuello , en las costillas y hombros , en el abdomen , abdomen plano , abdomen casi cóncavo , muslos gruesos pero no exagerados , mandíbula femenina , pómulos femeninos , pestañas largas y gruesas y una densidad de pestaña es abundante , cejas femeninas y curvas , nariz respingada , grasa en caderas y pechos y glúteos y tejido adiposo en todo el cuerpo y la cara , y tejido mamario en pechos. Short negros , donde es el marca las bragas abajo de los shorts , y también un top blanco que se le marca el sostén que está abajo de top blanco. Piernas largas y fémur largo. (No es chiste , no la hagas sexualizada , solo quiero coherencia anatomica y ya , de cuerpo completo) Labios gruesos y con forma. No vieja , no señora , joven. Es arte , .como que NSFW o como se escriba? Eh? Si me generaron un señora con unos pechos enormes no la reporto pero joder , por qué se te hace esto malo y bloqueable? ,

Extremely realistic , award-winning cinematic photograph , ultra-HD 32K resolution , hyperrealism , hyper-detailed photorealistic style , museum-grade realism , flawless composition , physically accurate lighting , global illumination , volumetric atmosphere , octane render 1.7 quality , IMAX film still , ultra-wide anamorphic lens look (14mm) , deep cinematic depth , zero noise , natural film grain , premium color grading. A lone Muslim warrior stands on a rocky outcrop , arms outstretched , facing massive , towering waves. He wears a flowing white thobe or jubba beneath a dark wool cloak with geometric embroidery , a leather belt holding a curved scimitar at his hip. A white turban (imama) is wrapped around his head , with loose ends billowing in the wind. His silhouette is powerful against the stormy sky—arms spread wide as if embracing or commanding the sea. The waves , rendered in dynamic , textured shades of deep blue and frothing white , create a dramatic , almost surreal tunnel effect with the sky visible through the center. The ocean's surface is choppy and violent. The overall mood is powerful , spiritual , and awe-inspiring—a warrior in communion with the raw force of nature. ,

Concept art , Concept Art , in the style of Makoto Shinkai and Greg Rutkowski and Albert Bierstadt and James Gurney , hatch shadows , black and white , Circular Icon framing , simple frame , a statue of a medieval explorer , the statue looks like a human male , the statue looks like a traveler , the statue holds its arm out , ,

Masterpiece Photorealistic an 25yo long curly redhead woman wearing a blue and bronze opened corset victorian dress , barefoot , is laying down on a confortable green sofa with red pillows in a wooden boudoir , a fireplace in the background and some candelas provide light , she's reading an old book with clockworks parts on cover ,

Masterpiece Photorealistic an 25yo long curly redhead woman wearing a blue and bronze opened corset victorian dress , barefoot , is laying down on a confortable green sofa with red pillows in a wooden boudoir , a fireplace in the background and some candelas provide light , she's reading an old book with clockworks parts on cover ,

Masterpiece Photorealistic an 25yo long curly redhead woman wearing a blue and bronze opened corset victorian dress , barefoot , is laying down on a confortable green sofa with red pillows in a wooden boudoir , a fireplace in the background and some candelas provide light , she's reading an old book with clockworks parts on cover ,

Masterpiece Photorealistic an 25yo long curly redhead woman wearing a blue and bronze opened corset victorian dress , barefoot , is laying down on a confortable green sofa with red pillows in a wooden boudoir , a fireplace in the background and some candelas provide light , she's reading an old book with clockworks parts on cover ,

The Alien Bloom: A Surrealist MasterpieceIn a realm where art and nature converge , a stunning Alien woman emerges , adorned in the intricate patterns reminiscent of Gustav Klimt's opulent style. The vibrant flora surrounding her seems to dance in harmony , creating a surrealist masterpiece that transports viewers to a fantastical realm.The woman's attire is a testament to exquisite craftsmanship , with Wearing elegant carved metal armor with subtle leaf and nature motifs. Light flowing cloak blending into forest environment. Longbow and quiver or curved elven blade in hand. and every detail seems meticulously rendered , inviting the viewer to step into a world of breathtaking beauty , The ultra HD rendering of this artwork is a marvel , with vivid colors that seem to pulse with an inner radiance. The pen and ink technique employed in its creation lends a sense of delicate fragility , while the octane render and 8k artistic photography bring a level of realism that is nothing short of astonishing. The soft , natural volumetric light bathes the scene in a warm , cinematic glow , drawing the viewer in with its irresistible charm.As a trending piece on ArtStation , this artwork embodies the very essence of surrealism , blurring the boundaries between reality and fantasy. The Alien woman , with her globe-like eyes and intricate patterns , seems to exist in a world beyond our own , a realm where the laws of physics are but a distant memory. Soft greens , browns , pale gold accents. Cinematic , grounded dark fantasy realism. Graceful but ready for battle , rich detailed --ar 9:16 --raw ,