| from diffusers import HunyuanDiT2DControlNetModel, HunyuanDiTControlNetPipeline | |
| import torch | |
| controlnet = HunyuanDiT2DControlNetModel.from_pretrained("Tencent-Hunyuan/HunyuanDiT-v1.2-ControlNet-Diffusers-Distilled-Depth", torch_dtype=torch.float16) | |
| pipe = HunyuanDiTControlNetPipeline.from_pretrained("Tencent-Hunyuan/HunyuanDiT-v1.2-Diffusers-Distilled", controlnet=controlnet, torch_dtype=torch.float16) | |
| pipe.to("cuda") | |
| from diffusers.utils import load_image | |
| cond_image = load_image('https://huggingface.co/Tencent-Hunyuan/HunyuanDiT-v1.2-ControlNet-Diffusers-Distilled-Depth/resolve/main/depth.jpg?download=true') | |
| ## You may also use English prompt as HunyuanDiT supports both English and Chinese | |
| prompt="在茂密的森林中，一只黑白相间的熊猫静静地坐在绿树红花中，周围是山川和海洋。背景是白天的森林，光线充足。照片采用特写、平视和居中构图的方式，呈现出写实的效果" | |
| #prompt="In the dense forest, a black and white panda sits quietly among the green trees and red flowers, surrounded by mountains and oceans. The background is a daytime forest with ample light. The photo uses a close-up, eye-level, and centered composition to create a realistic effect." | |
| torch.manual_seed(42) | |
| image = pipe( | |
| prompt, | |
| negative_prompt='错误的眼睛，糟糕的人脸，毁容，糟糕的艺术，变形，多余的肢体，模糊的颜色，模糊，重复，病态，残缺，', | |
| height=1024, | |
| width=1024, | |
| guidance_scale=6.0, | |
| control_image=cond_image, | |
| num_inference_steps=50, | |
| ).images[0] | |