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Commit ·
9d560e2
1
Parent(s): 7645ec5
Create app.py
Browse files
app.py
ADDED
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| 1 |
+
import gradio as gr
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import random
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from random import choice
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import requests
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import base64
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import io
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from PIL import Image
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import plotly.graph_objects as go
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import numpy as np
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from PIL import Image, ImageDraw
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import random
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import re
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url = "http://73.255.78.150:7909/sdapi/v1/txt2img"
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session_seed = None
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last_session_seed = None
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# Predefined arrays for design parameters and their corresponding values
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ALL_TITLES = [
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'Minimalism', 'Bauhaus', 'Organic Design', 'Brutalism', 'Mid-century Modern',
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'Retro-Vintage', 'Futurism', 'Tesselated', 'Streamlined', 'Timeless',
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'Industrial Chic', 'Art Deco', 'Elegant', 'Biomorphic Design', 'High Contrast',
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'Deconstructivism', 'Zen Design', 'Pop Art', 'Cyberpunk', 'Sustainable Design',
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'Angular', 'Textured', 'Symmetric', 'Utilitarian', 'Dynamic Energy Flow'
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]
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ALL_VALUES = [
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1.5, 1.2, 0.8, 1.0, 0.5, -1.0, 0.3, -0.5, 1.1, -0.7,
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| 28 |
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0.9, 1.3, 0.2, -1.3, -0.9, -1.1, 0.7, 0.6, -0.8, 0.4,
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-0.2, 0.1, -1.2, 0.0, -0.4
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]
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# Base payload for API call
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base_payload = {
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"steps": 20,
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| 35 |
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"seed": 1,
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| 36 |
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"width": 768,
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| 37 |
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"height": 512,
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| 38 |
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}
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| 39 |
+
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| 40 |
+
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| 41 |
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# New function to generate radar chart using Plotly
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| 42 |
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def generate_figure(r_values, theta_values, chart_title):
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| 43 |
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fig = go.Figure(data=go.Scatterpolar(
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| 44 |
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r=r_values, theta=theta_values, mode='lines+markers',
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| 45 |
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marker=dict(size=10), fill='toself')
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| 46 |
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)
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| 47 |
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fig.update_layout(
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| 48 |
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polar=dict(radialaxis=dict(visible=True, range=[0, 1.5])),
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| 49 |
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showlegend=False, title=chart_title
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| 50 |
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)
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| 51 |
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return fig
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| 52 |
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| 53 |
+
# New function for generating the radar chart
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| 54 |
+
def display_radar_chart(input_parameters, randomize_values, randomize_titles, randomize_param_count, chart_title, param_count, param1, param2, param3, param4, param5, param6, param7, param8, param9, param10):
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| 55 |
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if randomize_param_count:
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| 56 |
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param_count = random.randint(3, 10)
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| 57 |
+
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| 58 |
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# 🤖 Create a temporary array from comma-separated input_parameters
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| 59 |
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if input_parameters:
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| 60 |
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parameters = re.split(r'\s*,\s*', input_parameters.strip())
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| 61 |
+
if len(parameters) > param_count:
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| 62 |
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parameters = parameters[:param_count]
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| 63 |
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elif randomize_titles:
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| 64 |
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parameters = random.sample(ALL_TITLES, param_count)
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| 65 |
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else:
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| 66 |
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parameters = []
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| 67 |
+
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| 68 |
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# 🤖 Fill in missing parameters based on param_count
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| 69 |
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if len(parameters) < param_count:
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| 70 |
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remaining_count = param_count - len(parameters)
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| 71 |
+
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| 72 |
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if randomize_titles:
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| 73 |
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additional_params = random.sample(set(ALL_TITLES) - set(parameters), remaining_count)
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| 74 |
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else:
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| 75 |
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additional_params = ALL_TITLES[len(parameters):len(parameters) + remaining_count]
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| 76 |
+
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| 77 |
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parameters.extend(additional_params)
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| 78 |
+
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| 79 |
+
elif len(parameters) > param_count:
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| 80 |
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parameters = parameters[:param_count]
|
| 81 |
+
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| 82 |
+
# Existing code for randomizing values remains the same
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| 83 |
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if randomize_values:
|
| 84 |
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r_values = random.sample(ALL_VALUES, len(parameters))
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| 85 |
+
else:
|
| 86 |
+
r_values = [param1, param2, param3, param4, param5, param6, param7, param8, param9, param10][:len(parameters)]
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| 87 |
+
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| 88 |
+
chart_figure = generate_figure(r_values, parameters, chart_title)
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| 89 |
+
slider_labels = ", ".join([f"{parameters[i]}: {r_values[i]:.2f}" for i in range(len(r_values))])
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| 90 |
+
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| 91 |
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return chart_figure, slider_labels
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| 92 |
+
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| 93 |
+
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| 94 |
+
def generate_image(prompt, steps, reset_seed, increment_seed):
|
| 95 |
+
global session_seed
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| 96 |
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global last_session_seed
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| 97 |
+
if reset_seed:
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| 98 |
+
if session_seed != -1:
|
| 99 |
+
last_session_seed = session_seed
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| 100 |
+
session_seed = -1
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| 101 |
+
elif not reset_seed and last_session_seed is not None:
|
| 102 |
+
session_seed = last_session_seed
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| 103 |
+
elif session_seed is None:
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| 104 |
+
session_seed = random.randint(0, 10000)
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| 105 |
+
if increment_seed and session_seed != -1:
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| 106 |
+
session_seed += 1
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| 107 |
+
last_session_seed = session_seed
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| 108 |
+
payload = {
|
| 109 |
+
"prompt": prompt,
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| 110 |
+
"steps": steps,
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| 111 |
+
"seed": session_seed,
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| 112 |
+
"height": 768,
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| 113 |
+
"width": 1024,
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| 114 |
+
}
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| 115 |
+
response = requests.post(url, json=payload)
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| 116 |
+
response_data = response.json()
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| 117 |
+
try:
|
| 118 |
+
image = Image.open(io.BytesIO(base64.b64decode(response_data['images'][0])))
|
| 119 |
+
return image
|
| 120 |
+
except KeyError:
|
| 121 |
+
error_message = response_data.get('error', 'Unknown error')
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| 122 |
+
error_image = Image.new('RGB', (512, 512), color=(73, 109, 137))
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| 123 |
+
d = ImageDraw.Draw(error_image)
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| 124 |
+
d.text((10, 10), f"Error: {error_message}", fill=(255, 255, 0))
|
| 125 |
+
return error_image
|
| 126 |
+
|
| 127 |
+
image_list = [f"Images/Image {i}.png" for i in range(1, 19)]
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| 128 |
+
|
| 129 |
+
def update_moodboard(btn_value):
|
| 130 |
+
return {moodboard_image: choice(image_list)}
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| 131 |
+
|
| 132 |
+
|
| 133 |
+
with gr.Blocks() as app:
|
| 134 |
+
gr.Markdown("# Magazine Layouts")
|
| 135 |
+
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| 136 |
+
with gr.Tab("Dynamic Dashboard"):
|
| 137 |
+
with gr.Row():
|
| 138 |
+
gr.Textbox(lines=1, value="Dashboard: Dynamic View")
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| 139 |
+
gr.Dropdown(options=["Overview", "Details", "Summary"], label="Dashboard Mode")
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| 140 |
+
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| 141 |
+
with gr.Row():
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| 142 |
+
gr.Textbox(lines=1, value="Status: Active")
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| 143 |
+
gr.Slider(minimum=0, maximum=100, label="Dashboard Progress")
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| 144 |
+
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| 145 |
+
# Image Generation Section
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| 146 |
+
with gr.Column():
|
| 147 |
+
gr.Markdown("### Image Generation")
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| 148 |
+
prompt_input = gr.Textbox(lines=2, placeholder="Imagine something...", label="Prompt")
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| 149 |
+
steps_input = gr.Slider(minimum=15, maximum=50, step=15, default=5, label="Steps")
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| 150 |
+
reset_seed_input = gr.Checkbox(label="Randomize Composition")
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| 151 |
+
increment_seed_input = gr.Checkbox(label="New Composition")
|
| 152 |
+
img_output = gr.Image(label="Generated Image")
|
| 153 |
+
|
| 154 |
+
# Radar Chart Section
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| 155 |
+
with gr.Column():
|
| 156 |
+
gr.Markdown("### Radar Chart")
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| 157 |
+
input_parameters = gr.Textbox(placeholder="Enter parameters, separated by commas", label="Parameters")
|
| 158 |
+
randomize_values = gr.Checkbox(label="Randomize Values")
|
| 159 |
+
chart_title = gr.Textbox(value="Radar Chart", label="Chart Title")
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| 160 |
+
param_count = gr.Slider(minimum=3, maximum=10, step=1, label="Parameter Count")
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| 161 |
+
radar_output = gr.Plot(label="Radar Chart")
|
| 162 |
+
|
| 163 |
+
with gr.Row():
|
| 164 |
+
gr.Image(choice(image_list))
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| 165 |
+
gr.Textbox(lines=4, value="Dashboard Insights: Real-time updates and metrics")
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| 166 |
+
gr.Button("Refresh Dashboard", label="Refresh Dashboard")
|
| 167 |
+
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| 168 |
+
with gr.Tab("API Call Interface"):
|
| 169 |
+
with gr.Blocks() as main_blocks:
|
| 170 |
+
with gr.Row():
|
| 171 |
+
with gr.Column():
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| 172 |
+
img_output = gr.Image(label="Generated Image")
|
| 173 |
+
with gr.Row():
|
| 174 |
+
with gr.Column(scale=1):
|
| 175 |
+
prompt_input = gr.Textbox(lines=2, placeholder="Imagine something...", label="Prompt")
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| 176 |
+
steps_input = gr.Slider(minimum=15, maximum=50, step=15, default=5, label="Steps")
|
| 177 |
+
with gr.Column(scale=1):
|
| 178 |
+
reset_seed_input = gr.Checkbox(label="Randomize Composition")
|
| 179 |
+
increment_seed_input = gr.Checkbox(label="New Composition")
|
| 180 |
+
iface = gr.Interface(
|
| 181 |
+
fn=generate_image,
|
| 182 |
+
inputs=[prompt_input, steps_input, reset_seed_input, increment_seed_input],
|
| 183 |
+
outputs=[img_output],
|
| 184 |
+
live=False,
|
| 185 |
+
layout=main_blocks
|
| 186 |
+
)
|
| 187 |
+
|
| 188 |
+
# Design Proposal Board with Multi-layered Layouts
|
| 189 |
+
with gr.Tab("Design Proposal Board"):
|
| 190 |
+
with gr.Row():
|
| 191 |
+
gr.Textbox(lines=1, value="Project: Redesign UI")
|
| 192 |
+
gr.Dropdown(options=["Planning", "Execution", "Review"], label="Project Stage")
|
| 193 |
+
with gr.Row():
|
| 194 |
+
gr.Textbox(lines=1, value="Timeline: 3 months")
|
| 195 |
+
gr.Slider(minimum=0, maximum=100, label="Progress")
|
| 196 |
+
gr.Image(choice(image_list))
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| 197 |
+
gr.Button("View Milestones", label="View Milestones")
|
| 198 |
+
gr.Textbox(lines=4, value="Goals: Improve user engagement by 20%")
|
| 199 |
+
with gr.Tab("The Minimalist Layout"):
|
| 200 |
+
with gr.Column():
|
| 201 |
+
gr.Markdown("## Minimalist")
|
| 202 |
+
gr.Image("Images/Image 1.png")
|
| 203 |
+
gr.Textbox(lines=4, value="It was a stormy night, and the vintage car roared down the highway.")
|
| 204 |
+
|
| 205 |
+
with gr.Tab("The Grid Layout"):
|
| 206 |
+
with gr.Row():
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| 207 |
+
with gr.Column(scale=1):
|
| 208 |
+
gr.Image("Images/Image 2.png")
|
| 209 |
+
gr.Textbox(lines=4, value="The old leather seats had stories to tell.")
|
| 210 |
+
with gr.Column(scale=1):
|
| 211 |
+
gr.Image("Images/Image 3.png")
|
| 212 |
+
gr.Textbox(lines=4, value="With every curve and turn, the car seemed to whisper.")
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| 213 |
+
|
| 214 |
+
with gr.Tab("The Asymmetrical Layout"):
|
| 215 |
+
with gr.Row():
|
| 216 |
+
with gr.Column(scale=2):
|
| 217 |
+
gr.Markdown("## Artistic Layout")
|
| 218 |
+
gr.Image("Images/Image 4.png")
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| 219 |
+
with gr.Column(scale=1):
|
| 220 |
+
gr.Image("Images/Image 5.png")
|
| 221 |
+
gr.Textbox(lines=3, value="As the dawn broke, the car finally stopped.")
|
| 222 |
+
|
| 223 |
+
with gr.Tab("The F-Layout"):
|
| 224 |
+
with gr.Row():
|
| 225 |
+
with gr.Column(scale=3):
|
| 226 |
+
gr.Image("Images/Image 6.png")
|
| 227 |
+
with gr.Column(scale=1):
|
| 228 |
+
gr.Textbox(lines=4, value="It was a stormy night, and the vintage car roared down the highway.")
|
| 229 |
+
|
| 230 |
+
with gr.Tab("The Radial Layout"):
|
| 231 |
+
with gr.Row():
|
| 232 |
+
with gr.Column(scale=1):
|
| 233 |
+
gr.Image("Images/Image 9.png")
|
| 234 |
+
with gr.Column(scale=1):
|
| 235 |
+
gr.Image("Images/Image 10.png")
|
| 236 |
+
with gr.Row():
|
| 237 |
+
with gr.Column(scale=1):
|
| 238 |
+
gr.Image("Images/Image 11.png")
|
| 239 |
+
with gr.Column(scale=1):
|
| 240 |
+
gr.Textbox(lines=4, value="As the dawn broke, the car finally stopped.")
|
| 241 |
+
with gr.Column(scale=1):
|
| 242 |
+
gr.Image("Images/Image 12.png")
|
| 243 |
+
|
| 244 |
+
with gr.Tab("Trading Card Layout 1"):
|
| 245 |
+
with gr.Column():
|
| 246 |
+
gr.Image(choice(image_list))
|
| 247 |
+
gr.Textbox(lines=1, value="Car Model: Mustang")
|
| 248 |
+
gr.Textbox(lines=1, value="Year: 1965")
|
| 249 |
+
gr.Textbox(lines=2, value="Stats: Speed 200mph, Mileage 15mpg")
|
| 250 |
+
gr.Textbox(lines=3, value="The Mustang is a classic American muscle car.")
|
| 251 |
+
|
| 252 |
+
# Museum Art Gallery: Spotlight Layout
|
| 253 |
+
with gr.Tab("Spotlight Layout"):
|
| 254 |
+
gr.Image(choice(image_list))
|
| 255 |
+
with gr.Row():
|
| 256 |
+
gr.Textbox(lines=1, value="Art: Moonlit Sonata")
|
| 257 |
+
gr.Textbox(lines=1, value="Artist: L. Vinci")
|
| 258 |
+
gr.Textbox(lines=1, value="Year: 1911")
|
| 259 |
+
gr.Textbox(lines=3, value="A single spotlight shines on this masterpiece, illuminating its intricate details and vivid colors.")
|
| 260 |
+
|
| 261 |
+
# Museum Art Gallery: Interactive Kiosk Layout
|
| 262 |
+
with gr.Tab("Interactive Kiosk Layout"):
|
| 263 |
+
with gr.Row():
|
| 264 |
+
with gr.Column(scale=1):
|
| 265 |
+
gr.Image(choice(image_list))
|
| 266 |
+
with gr.Column(scale=1):
|
| 267 |
+
gr.Textbox(lines=1, value="Art: Pixelated Reality")
|
| 268 |
+
gr.Textbox(lines=1, value="Artist: G. O'Keeffe")
|
| 269 |
+
gr.Textbox(lines=1, value="Year: 2001")
|
| 270 |
+
gr.Textbox(lines=4, value="Step up to the interactive kiosk to dive deeper into the story and significance of the artwork.")
|
| 271 |
+
|
| 272 |
+
# Moodboard for a Designer
|
| 273 |
+
with gr.Tab("Moodboard for a Designer"):
|
| 274 |
+
with gr.Row():
|
| 275 |
+
gr.Image(choice(image_list))
|
| 276 |
+
gr.Textbox(lines=1, value="Color: #FF5733")
|
| 277 |
+
gr.Textbox(lines=1, value="Font: Arial")
|
| 278 |
+
with gr.Row():
|
| 279 |
+
gr.Textbox(lines=1, value="Quote: Design is intelligence made visible.")
|
| 280 |
+
gr.Image(choice(image_list))
|
| 281 |
+
gr.Textbox(lines=1, value="Project: Logo Design")
|
| 282 |
+
|
| 283 |
+
# Comic Book with Dynamic Content Loading
|
| 284 |
+
with gr.Tab("Comic Book"):
|
| 285 |
+
with gr.Row():
|
| 286 |
+
gr.Textbox(lines=1, value="Title: The Adventures of Grado")
|
| 287 |
+
gr.Image(choice(image_list))
|
| 288 |
+
with gr.Row():
|
| 289 |
+
gr.Textbox(lines=1, value="BOOM!")
|
| 290 |
+
gr.Image(choice(image_list))
|
| 291 |
+
gr.Textbox(lines=2, value="Character: Oh no!")
|
| 292 |
+
gr.Button("Next Page", label="Next Page")
|
| 293 |
+
gr.Textbox(lines=1, value="Caption: To be continued...")
|
| 294 |
+
|
| 295 |
+
with gr.Tab("Radar Chart"):
|
| 296 |
+
with gr.Row():
|
| 297 |
+
input_parameters = gr.Textbox(placeholder="Enter parameters, separated by commas", label="Parameters")
|
| 298 |
+
randomize_values = gr.Checkbox(label="Randomize Values")
|
| 299 |
+
randomize_titles = gr.Checkbox(label="Randomize Titles")
|
| 300 |
+
randomize_param_count = gr.Checkbox(label="Randomize Parameter Count")
|
| 301 |
+
chart_title = gr.Textbox(value="Radar Chart", label="Chart Title")
|
| 302 |
+
param_count = gr.Slider(minimum=3, maximum=10, step=1, label="Parameter Count")
|
| 303 |
+
param1 = gr.Slider(minimum=-1.5, maximum=1.5, step=0.1, label="Parameter 1")
|
| 304 |
+
param2 = gr.Slider(minimum=-1.5, maximum=1.5, step=0.1, label="Parameter 2")
|
| 305 |
+
param3 = gr.Slider(minimum=-1.5, maximum=1.5, step=0.1, label="Parameter 3")
|
| 306 |
+
param4 = gr.Slider(minimum=-1.5, maximum=1.5, step=0.1, label="Parameter 4")
|
| 307 |
+
param5 = gr.Slider(minimum=-1.5, maximum=1.5, step=0.1, label="Parameter 5")
|
| 308 |
+
param6 = gr.Slider(minimum=-1.5, maximum=1.5, step=0.1, label="Parameter 6")
|
| 309 |
+
param7 = gr.Slider(minimum=-1.5, maximum=1.5, step=0.1, label="Parameter 7")
|
| 310 |
+
param8 = gr.Slider(minimum=-1.5, maximum=1.5, step=0.1, label="Parameter 8")
|
| 311 |
+
param9 = gr.Slider(minimum=-1.5, maximum=1.5, step=0.1, label="Parameter 9")
|
| 312 |
+
param10 = gr.Slider(minimum=-1.5, maximum=1.5, step=0.1, label="Parameter 10")
|
| 313 |
+
|
| 314 |
+
radar_output = gr.Plot(label="Radar Chart")
|
| 315 |
+
slider_labels_output = gr.Textbox(label="Prompt: Slider Labels")
|
| 316 |
+
|
| 317 |
+
radar_interface = gr.Interface(
|
| 318 |
+
fn=display_radar_chart,
|
| 319 |
+
inputs=[input_parameters, randomize_values, randomize_titles, randomize_param_count, chart_title, param_count, param1, param2, param3, param4, param5, param6, param7, param8, param9, param10], # Include param6 to param10
|
| 320 |
+
outputs=[radar_output, slider_labels_output]
|
| 321 |
+
)
|
| 322 |
+
|
| 323 |
+
app.launch()
|