Spaces:
Sleeping
Sleeping
Add application file
Browse files
app.py
ADDED
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import numpy as np
|
2 |
+
import gradio as gr
|
3 |
+
from datasets import load_dataset
|
4 |
+
|
5 |
+
def generate_random_data():
|
6 |
+
# Load the dataset with the `large_random_1k` subset
|
7 |
+
dataset = load_dataset('poloclub/diffusiondb', 'large_random_1k')
|
8 |
+
# All data are stored in the `train` split
|
9 |
+
my_1k_data = dataset['train']
|
10 |
+
|
11 |
+
random_i = np.random.choice(range(my_1k_data.num_rows))
|
12 |
+
|
13 |
+
prompt = my_1k_data['prompt'][random_i]
|
14 |
+
image = my_1k_data['image'][random_i]
|
15 |
+
# user_name = my_1k_data['user_name'][random_i]
|
16 |
+
# nsfw = my_1k_data['image_nsfw'][random_i]
|
17 |
+
seed= my_1k_data['seed'][random_i]
|
18 |
+
step=my_1k_data['step'][random_i]
|
19 |
+
cfg= my_1k_data['cfg'][random_i]
|
20 |
+
sampler= my_1k_data['sampler'][random_i]
|
21 |
+
|
22 |
+
return prompt, image, seed,step,cfg,sampler
|
23 |
+
|
24 |
+
def random_data():
|
25 |
+
prompt, image, seed,step,cfg,sampler = generate_random_data()
|
26 |
+
|
27 |
+
return prompt, image, seed,step,cfg,sampler
|
28 |
+
|
29 |
+
iface = gr.Interface(fn=random_data, inputs=None, outputs=[
|
30 |
+
gr.outputs.Textbox(label="Prompt"),
|
31 |
+
gr.outputs.Image(label="Image",type="pil"),
|
32 |
+
# gr.outputs.Textbox(label="User Name"),
|
33 |
+
# gr.outputs.Textbox(label="NSFW")
|
34 |
+
gr.outputs.Textbox(label="seed"),
|
35 |
+
gr.outputs.Textbox(label="step"),
|
36 |
+
gr.outputs.Textbox(label="cfg"),
|
37 |
+
gr.outputs.Textbox(label="sampler")
|
38 |
+
|
39 |
+
|
40 |
+
])
|
41 |
+
iface.launch(debug=True)
|