How to use KappaNeuro/stop-motion-animation with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("KappaNeuro/stop-motion-animation") prompt = "Stop-Motion Animation - In this claymation or plasticine style artwork we find ourselves in a university lecture hall during a crucial final exam. The scene is characterized by an atmosphere of exhaustion and desperation. The focal point is a student who, burdened by the weight of the academic challenge, displays visible signs of weariness and distress. Visual Elements: Medium: Claymation - The artwork takes on the distinct aesthetic of claymation or plasticine style, but light and full of color, lending a tactile and textured quality to the scene. Setting: Lecture Hall - The backdrop consists of a traditional university lecture hall, complete with rows of desks and chairs. Lighting: The overall lighting in the scene is bright and colorful. Student Character: Desperation and Exhaustion - The student at the center of the artwork is visibly drained and disheveled. Their posture is slouched, with sagging shoulders and tired eyes that betray their mental and physical exhaustion. The character's face is etched with anxiety, highlighting the intensity of the final exam. Symbolic Props: textbooks and crumpled notes and pen and paper on the desks - Surrounding the student's desk are scattered remnants of study materials. Surrounding Students: Anxious camaraderie - The surrounding students in the lecture hall also bear signs of weariness and anxiety. Artistic References: Elements reminiscent of the stop-motion techniques employed by Aardman Animations, known for their iconic characters like Wallace and Gromit and Shaun the Sheep." image = pipe(prompt).images[0]
