Update README.md

README.md

@@ -3,4 +3,34 @@ license: mit
 tags:
 - object insertion
 pipeline_tag: image-to-image
----
+---
+
+These are the model weights for [EraseDraw](https://erasedraw.cs.columbia.edu). 
+
+To use this model, install diffusers using main for now. The API is the same as that of InstructPix2Pix
+
+pip install diffusers accelerate safetensors transformers
+import PIL
+import requests
+import torch
+from diffusers import StableDiffusionInstructPix2PixPipeline, EulerAncestralDiscreteScheduler
+
+model_id = "alpercanberk/erasedraw"
+pipe = StableDiffusionInstructPix2PixPipeline.from_pretrained(model_id, torch_dtype=torch.float16, safety_checker=None)
+pipe.to("cuda")
+pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
+
+url = "https://raw.githubusercontent.com/timothybrooks/instruct-pix2pix/main/imgs/example.jpg"
+def download_image(url):
+    image = PIL.Image.open(requests.get(url, stream=True).raw)
+    image = PIL.ImageOps.exif_transpose(image)
+    image = image.convert("RGB")
+    return image
+image = download_image(url)
+
+prompt = "add sunglasses"
+images = pipe(prompt, image=image, num_inference_steps=10, image_guidance_scale=1).images
+images[0]
+
+
+Code and data are coming soon to GitHub.