fffiloni commited on
Commit
94ee4bb
1 Parent(s): 4378f02

Create new file

Browse files
Files changed (1) hide show
  1. app.py +44 -0
app.py ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ pip install -U git+https://github.com/huggingface/diffusers
2
+ import gradio as gr
3
+ #import torch
4
+ #from torch import autocast // only for GPU
5
+
6
+ from PIL import Image
7
+
8
+ import os
9
+ MY_SECRET_TOKEN=os.environ.get('HF_TOKEN_SD')
10
+
11
+ from diffusers import StableDiffusionPipeline
12
+ #from diffusers import StableDiffusionImg2ImgPipeline
13
+
14
+ print("hello sylvain")
15
+
16
+ YOUR_TOKEN=MY_SECRET_TOKEN
17
+
18
+ device="cpu"
19
+
20
+ pipe = StableDiffusionPipeline.from_pretrained("CompVis/stable-diffusion-v1-4", use_auth_token=YOUR_TOKEN)
21
+ pipe.to(device)
22
+
23
+ gallery = gr.Gallery(label="Generated images", show_label=False, elem_id="gallery").style(grid=[2], height="auto")
24
+
25
+ def infer(prompt):
26
+
27
+ #image = pipe(prompt, init_image=init_image)["sample"][0]
28
+ images_list = pipe([prompt] * 4)
29
+ images = []
30
+ safe_image = Image.open(r"unsafe.png")
31
+ for i, image in enumerate(images_list["sample"]):
32
+ if(images_list["nsfw_content_detected"][i]):
33
+ images.append(safe_image)
34
+ else:
35
+ images.append(image)
36
+
37
+ return images
38
+
39
+ print("Great sylvain ! Everything is working fine !")
40
+
41
+ title="Stable Diffusion CPU"
42
+ description="Stable Diffusion example using CPU and HF token. <br />Warning: Slow process... ~5/10 min inference time. <b>NSFW filter enabled.</b>"
43
+
44
+ gr.Interface(fn=infer, inputs="text", outputs=gallery,title=title,description=description).launch(enable_queue=True)