Package: diffusersplus
Custom Diffusion: Creating Video from Frame Using DiffusionInstallationpipinstalldiffusersplusUsageStable Diffusion Text2Image Generate:fromdiffusersplus.automodelimportdiffusion_pipelinemodel=diffusion_pipeline(task_id="stable-txt2img",stable_model_id="dreamlike-art/dreamlike-anime-1.0",scheduler_name="DDIM")output=model(prompt="A photo of a anime character",negative_prompt="bad",num_images_per_prompt=1,num_inference_steps=30,guidance_scale=7.0,guidance_rescale=0.0,generator_seed=0,height=512,width=512,)Stable Diffusion Image2Image Generate:fromdiffusersplus.automodelimportdiffusion_pipelinemodel=diffusion_pipeline(task_id="stable-img2img",stable_model_id="dreamlike-art/dreamlike-anime-1.0",scheduler_name="DDIM")output=model(image_path="../data/image.png",prompt="A photo of a cat.",negative_prompt="bad",num_images_per_prompt=1,num_inference_steps=50,guidance_scale=7.0,strength=0.5,generator_seed=0,resize_type="center_crop_and_resize",crop_size=512,height=512,width=512,)### Stable Diffusion Upscale:```pythonfromdiffusersplus.automodelimportdiffusion_pipelinemodel=diffusion_pipeline(task_id="stable-upscale",stable_model_id="stabilityai/stable-diffusion-x4-upscaler",scheduler_name="DDIM")output=model(image_path="../data/image.png",prompt="A photo of a anime character.",negative_prompt="bad",resize_type="center_crop_and_resize",noise_level=20,num_images_per_prompt=1,num_inference_steps=20,guidance_scale=7.0,generator_seed=0,)Controlnet:fromdiffusersplus.automodelimportdiffusion_pipelinemodel=diffusion_pipeline(task_id="controlnet",stable_model_id="dreamlike-art/dreamlike-anime-1.0",controlnet_model_id="lllyasviel/sd-controlnet-canny",scheduler_name="DDIM",)output=model(image_path="../data/image.png",prompt="A photo of cat.",negative_prompt="bad",height=512,width=512,preprocess_type="Canny",resize_type="center_crop_and_resize",guess_mode=False,num_images_per_prompt=1,num_inference_steps=50,guidance_scale=7.0,controlnet_conditioning_scale=0.2,generator_seed=0,)Controlnet Inpaintfromdiffusersplus.automodelimportdiffusion_pipelinemodel=diffusion_pipeline(task_id="controlnet-inpaint",stable_model_id="dreamlike-art/dreamlike-anime-1.0",controlnet_model_id="lllyasviel/sd-controlnet-canny",scheduler_name="DDIM",)output=model(image_path="../data/image.png",mask_path="../data/mask_image.png",prompt="A photo of a cat.",negative_prompt="bad",height=512,width=512,preprocess_type="Canny",resize_type="center_crop_and_resize",strength=0.5,guess_mode=False,num_images_per_prompt=1,num_inference_steps=50,guidance_scale=7.0,controlnet_conditioning_scale=1.0,generator_seed=0,)Controlnet Image2Imagefromdiffusersplus.automodelimportdiffusion_pipelinemodel=diffusion_pipeline(task_id="controlnet-img2img",stable_model_id="dreamlike-art/dreamlike-anime-1.0",controlnet_model_id="lllyasviel/sd-controlnet-canny",scheduler_name="DDIM",)output=model(image_path="../data/image.png",prompt="A photo of a cat.",negative_prompt="bad",height=512,width=512,preprocess_type="Canny",resize_type="center_crop_and_resize",guess_mode=False,num_images_per_prompt=1,num_inference_steps=20,guidance_scale=7.0,controlnet_conditioning_scale=1.0,strength=0.5,generator_seed=0,)