Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -1,30 +1,48 @@
|
|
1 |
import gradio as gr
|
2 |
import random
|
|
|
3 |
|
4 |
-
#model = gr.load("models/prithivMLmods/SD3.5-Turbo-Realism-2.0-LoRA") # <-- This model is also working
|
5 |
model = gr.load("models/Purz/face-projection")
|
6 |
|
7 |
-
def generate_image(text, seed):
|
8 |
if seed is not None:
|
9 |
random.seed(seed)
|
10 |
|
11 |
if text in [example[0] for example in examples]:
|
12 |
print(f"Using example: {text}")
|
13 |
|
14 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
15 |
|
16 |
examples = [
|
17 |
-
["Humanoid Cat Warrior, Full View",
|
18 |
-
["Warhammer Sisterhood",
|
19 |
-
["Future Robots war",
|
20 |
-
["Fantasy dragon",
|
21 |
]
|
22 |
|
23 |
interface = gr.Interface(
|
24 |
fn=generate_image,
|
25 |
inputs=[
|
26 |
gr.Textbox(label="Type here your imagination:", placeholder="Type or click an example..."),
|
27 |
-
gr.Slider(minimum=0, maximum=
|
|
|
|
|
|
|
|
|
28 |
],
|
29 |
outputs=gr.Image(label="Generated Image"),
|
30 |
examples=examples,
|
|
|
1 |
import gradio as gr
|
2 |
import random
|
3 |
+
import os
|
4 |
|
5 |
+
# model = gr.load("models/prithivMLmods/SD3.5-Turbo-Realism-2.0-LoRA") # <-- This model is also working
|
6 |
model = gr.load("models/Purz/face-projection")
|
7 |
|
8 |
+
def generate_image(text, seed, width, height, guidance_scale, num_inference_steps):
|
9 |
if seed is not None:
|
10 |
random.seed(seed)
|
11 |
|
12 |
if text in [example[0] for example in examples]:
|
13 |
print(f"Using example: {text}")
|
14 |
|
15 |
+
result_image = model(text)
|
16 |
+
|
17 |
+
print(f"Width: {width}, Height: {height}, Guidance Scale: {guidance_scale}, Inference Steps: {num_inference_steps}")
|
18 |
+
|
19 |
+
return result_image
|
20 |
+
|
21 |
+
def randomize_parameters():
|
22 |
+
seed = random.randint(0, 999999)
|
23 |
+
width = random.randint(512, 2048)
|
24 |
+
height = random.randint(512, 2048)
|
25 |
+
guidance_scale = round(random.uniform(0.1, 20.0), 1)
|
26 |
+
num_inference_steps = random.randint(1, 40)
|
27 |
+
|
28 |
+
return seed, width, height, guidance_scale, num_inference_steps
|
29 |
|
30 |
examples = [
|
31 |
+
["Humanoid Cat Warrior, Full View", *randomize_parameters()],
|
32 |
+
["Warhammer Sisterhood", *randomize_parameters()],
|
33 |
+
["Future Robots war", *randomize_parameters()],
|
34 |
+
["Fantasy dragon", *randomize_parameters()],
|
35 |
]
|
36 |
|
37 |
interface = gr.Interface(
|
38 |
fn=generate_image,
|
39 |
inputs=[
|
40 |
gr.Textbox(label="Type here your imagination:", placeholder="Type or click an example..."),
|
41 |
+
gr.Slider(label="Seed", minimum=0, maximum=999999, step=1),
|
42 |
+
gr.Slider(label="Width", minimum=512, maximum=2048, step=64, value=1024),
|
43 |
+
gr.Slider(label="Height", minimum=512, maximum=2048, step=64, value=1024),
|
44 |
+
gr.Slider(label="Guidance Scale", minimum=0.1, maximum=20.0, step=0.1, value=3.0),
|
45 |
+
gr.Slider(label="Number of inference steps", minimum=1, maximum=40, step=1, value=28),
|
46 |
],
|
47 |
outputs=gr.Image(label="Generated Image"),
|
48 |
examples=examples,
|