Update README.md

README.md

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----
-license: mit
-library_name: diffusers
----
+---
+license: mit
+library_name: diffusers
+pipeline_tag: image-to-image
+---
+
+# DiLightNet: Fine-grained Lighting Control for Diffusion-based Image Generation
+
+SIGGRAPH 2024
+
+- Project Page: https://dilightnet.github.io/
+- Paper: https://arxiv.org/abs/2402.11929
+- Full Usage: please check https://github.com/iamNCJ/DiLightNet
+
+Example Usage:
+
+```python
+from diffusers.utils import get_class_from_dynamic_module
+NeuralTextureControlNetModel = get_class_from_dynamic_module(
+    "dilightnet/model_helpers",
+    "neuraltexture_controlnet.py",
+    "NeuralTextureControlNetModel"
+)
+neuraltexture_controlnet = NeuralTextureControlNetModel.from_pretrained("DiLightNet/DiLightNet")
+
+pipe = StableDiffusionControlNetPipeline.from_pretrained(
+    "stabilityai/stable-diffusion-2-1", controlnet=neuraltexture_controlnet,
+)
+cond_image = torch.randn((1, 16, 512, 512))
+image = pipe("some text prompt", image=cond_image).images[0]
+```