ruslanmv commited on
Commit
356a5f4
โ€ข
1 Parent(s): e8cc1aa

First commit

Browse files
Files changed (3) hide show
  1. README.md +1 -1
  2. app.py +206 -0
  3. requirements.txt +2 -0
README.md CHANGED
@@ -1,6 +1,6 @@
1
  ---
2
  title: Text To Image
3
- emoji: ๐Ÿ“ˆ
4
  colorFrom: purple
5
  colorTo: purple
6
  sdk: gradio
 
1
  ---
2
  title: Text To Image
3
+ emoji: ๐ŸŒ 
4
  colorFrom: purple
5
  colorTo: purple
6
  sdk: gradio
app.py ADDED
@@ -0,0 +1,206 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ import requests
3
+ import io
4
+ import random
5
+ import os
6
+ from PIL import Image
7
+
8
+ # List of available models
9
+ list_models = [
10
+ "SDXL 1.0", "SD 1.5", "OpenJourney", "Anything V4.0",
11
+ "Disney Pixar Cartoon", "Pixel Art XL", "Dalle 3 XL",
12
+ "Midjourney V4 XL", "Open Diffusion V1", "SSD 1B",
13
+ "Segmind Vega", "Animagine XL-2.0", "Animagine XL-3.0",
14
+ "OpenDalle", "OpenDalle V1.1", "PlaygroundV2 1024px aesthetic",
15
+ ]
16
+
17
+ # Function to generate images from text
18
+ def generate_txt2img(current_model, prompt, is_negative=False, image_style="None style", steps=50, cfg_scale=7, seed=None):
19
+
20
+ if current_model == "SD 1.5":
21
+ API_URL = "https://api-inference.huggingface.co/models/runwayml/stable-diffusion-v1-5"
22
+ elif current_model == "SDXL 1.0":
23
+ API_URL = "https://api-inference.huggingface.co/models/stabilityai/stable-diffusion-xl-base-1.0"
24
+ elif current_model == "OpenJourney":
25
+ API_URL = "https://api-inference.huggingface.co/models/prompthero/openjourney"
26
+ elif current_model == "Anything V4.0":
27
+ API_URL = "https://api-inference.huggingface.co/models/xyn-ai/anything-v4.0"
28
+ elif current_model == "Disney Pixar Cartoon":
29
+ API_URL = "https://api-inference.huggingface.co/models/stablediffusionapi/disney-pixar-cartoon"
30
+ elif current_model == "Pixel Art XL":
31
+ API_URL = "https://api-inference.huggingface.co/models/nerijs/pixel-art-xl"
32
+ elif current_model == "Dalle 3 XL":
33
+ API_URL = "https://api-inference.huggingface.co/models/openskyml/dalle-3-xl"
34
+ elif current_model == "Midjourney V4 XL":
35
+ API_URL = "https://api-inference.huggingface.co/models/openskyml/midjourney-v4-xl"
36
+ elif current_model == "Open Diffusion V1":
37
+ API_URL = "https://api-inference.huggingface.co/models/openskyml/open-diffusion-v1"
38
+ elif current_model == "SSD 1B":
39
+ API_URL = "https://api-inference.huggingface.co/models/segmind/SSD-1B"
40
+ elif current_model == "Segmind Vega":
41
+ API_URL = "https://api-inference.huggingface.co/models/segmind/Segmind-Vega"
42
+ elif current_model == "Animagine XL-2.0":
43
+ API_URL = "https://api-inference.huggingface.co/models/Linaqruf/animagine-xl-2.0"
44
+ elif current_model == "Animagine XL-3.0":
45
+ API_URL = "https://api-inference.huggingface.co/models/cagliostrolab/animagine-xl-3.0"
46
+ elif current_model == "OpenDalle":
47
+ API_URL = "https://api-inference.huggingface.co/models/dataautogpt3/OpenDalle"
48
+ elif current_model == "OpenDalle V1.1":
49
+ API_URL = "https://api-inference.huggingface.co/models/dataautogpt3/OpenDalleV1.1"
50
+ elif current_model == "PlaygroundV2 1024px aesthetic":
51
+ API_URL = "https://api-inference.huggingface.co/models/playgroundai/playground-v2-1024px-aesthetic"
52
+
53
+
54
+ API_TOKEN = os.environ.get("HF_READ_TOKEN")
55
+ headers = {"Authorization": f"Bearer {API_TOKEN}"}
56
+
57
+
58
+ if image_style == "None style":
59
+ payload = {
60
+ "inputs": prompt + ", 8k",
61
+ "is_negative": is_negative,
62
+ "steps": steps,
63
+ "cfg_scale": cfg_scale,
64
+ "seed": seed if seed is not None else random.randint(-1, 2147483647)
65
+ }
66
+ elif image_style == "Cinematic":
67
+ payload = {
68
+ "inputs": prompt + ", realistic, detailed, textured, skin, hair, eyes, by Alex Huguet, Mike Hill, Ian Spriggs, JaeCheol Park, Marek Denko",
69
+ "is_negative": is_negative + ", abstract, cartoon, stylized",
70
+ "steps": steps,
71
+ "cfg_scale": cfg_scale,
72
+ "seed": seed if seed is not None else random.randint(-1, 2147483647)
73
+ }
74
+ elif image_style == "Digital Art":
75
+ payload = {
76
+ "inputs": prompt + ", faded , vintage , nostalgic , by Jose Villa , Elizabeth Messina , Ryan Brenizer , Jonas Peterson , Jasmine Star",
77
+ "is_negative": is_negative + ", sharp , modern , bright",
78
+ "steps": steps,
79
+ "cfg_scale": cfg_scale,
80
+ "seed": seed if seed is not None else random.randint(-1, 2147483647)
81
+ }
82
+ elif image_style == "Portrait":
83
+ payload = {
84
+ "inputs": prompt + ", soft light, sharp, exposure blend, medium shot, bokeh, (hdr:1.4), high contrast, (cinematic, teal and orange:0.85), (muted colors, dim colors, soothing tones:1.3), low saturation, (hyperdetailed:1.2), (noir:0.4), (natural skin texture, hyperrealism, soft light, sharp:1.2)",
85
+ "is_negative": is_negative,
86
+ "steps": steps,
87
+ "cfg_scale": cfg_scale,
88
+ "seed": seed if seed is not None else random.randint(-1, 2147483647)
89
+ }
90
+
91
+ image_bytes = requests.post(API_URL, headers=headers, json=payload).content
92
+ image = Image.open(io.BytesIO(image_bytes))
93
+ return image
94
+
95
+ css = """
96
+ /* General Container Styles */
97
+ .gradio-container {
98
+ font-family: 'IBM Plex Sans', sans-serif;
99
+ max-width: 730px !important;
100
+ margin: auto;
101
+ padding-top: 1.5rem;
102
+ text-align: center; /* Center the content horizontally */
103
+ }
104
+ /* Button Styles */
105
+ .gr-button {
106
+ color: white;
107
+ background: #007bff; /* Use a primary color for the background */
108
+ white-space: nowrap;
109
+ border: none;
110
+ padding: 10px 20px;
111
+ border-radius: 8px;
112
+ cursor: pointer;
113
+ transition: background-color 0.3s, color 0.3s;
114
+ }
115
+ .gr-button:hover {
116
+ background-color: #0056b3; /* Darken the background color on hover */
117
+ }
118
+ /* Share Button Styles */
119
+ #share-btn-container {
120
+ padding: 0.5rem !important;
121
+ background-color: #007bff; /* Use a primary color for the background */
122
+ justify-content: center;
123
+ align-items: center;
124
+ border-radius: 9999px !important;
125
+ max-width: 13rem;
126
+ margin: 0 auto; /* Center the container horizontally */
127
+ transition: background-color 0.3s;
128
+ }
129
+ #share-btn-container:hover {
130
+ background-color: #0056b3; /* Darken the background color on hover */
131
+ }
132
+ #share-btn {
133
+ all: initial;
134
+ color: #ffffff;
135
+ font-weight: 600;
136
+ cursor: pointer;
137
+ font-family: 'IBM Plex Sans', sans-serif;
138
+ margin: 0.5rem !important;
139
+ padding: 0.5rem !important;
140
+ }
141
+ /* Other Styles */
142
+ #gallery {
143
+ min-height: 22rem;
144
+ margin: auto; /* Center the gallery horizontally */
145
+ border-bottom-right-radius: 0.5rem !important;
146
+ border-bottom-left-radius: 0.5rem !important;
147
+ }
148
+ /* Centered Container for the Image */
149
+ .image-container {
150
+ max-width: 100%; /* Set the maximum width for the container */
151
+ margin: auto; /* Center the container horizontally */
152
+ padding: 20px; /* Add padding for spacing */
153
+ border: 1px solid #ccc; /* Add a subtle border to the container */
154
+ border-radius: 10px;
155
+ overflow: hidden; /* Hide overflow if the image is larger */
156
+ max-height: 22rem; /* Set a maximum height for the container */
157
+ }
158
+ /* Set a fixed size for the image */
159
+ .image-container img {
160
+ max-width: 100%; /* Ensure the image fills the container */
161
+ height: auto; /* Maintain aspect ratio */
162
+ max-height: 100%; /* Set a maximum height for the image */
163
+ border-radius: 10px;
164
+ box-shadow: 0px 2px 4px rgba(0, 0, 0, 0.2);
165
+ }
166
+ """
167
+
168
+
169
+ PTI_SD_DESCRIPTION = '''
170
+ <div id="content_align">
171
+ <span style="color:darkred;font-size:32px;font-weight:bold">
172
+ MultiMulti Stable Diffusion Image Generation Simplified Version
173
+ </span>
174
+ </div>
175
+ <div id="content_align">
176
+ <span style="color:blue;font-size:16px;font-weight:bold">
177
+ Generate images directly from text prompts (no parameter tuning required)
178
+ </span>
179
+ </div>
180
+ <div id="content_align" style="margin-top: 10px;">
181
+ </div>
182
+ '''
183
+
184
+
185
+ # Creating Gradio interface
186
+ with gr.Blocks(css=css) as demo:
187
+ gr.Markdown(PTI_SD_DESCRIPTION)
188
+ with gr.Row():
189
+ with gr.Column():
190
+ current_model = gr.Dropdown(label="Select Model", choices=list_models, value=list_models[1])
191
+ text_prompt = gr.Textbox(label="Input Prompt", placeholder="Example: a cute dog", lines=2)
192
+
193
+ with gr.Column():
194
+ negative_prompt = gr.Textbox(label="Negative Prompt (optional)", placeholder="Example: blurry, unfocused", lines=2)
195
+ image_style = gr.Dropdown(label="Select Style", choices=["None style", "Cinematic", "Digital Art", "Portrait"], value="None style")
196
+
197
+ generate_button = gr.Button("Generate Image", variant='primary')
198
+
199
+ with gr.Row():
200
+ image_output = gr.Image(type="pil", label="Image Output")
201
+
202
+ generate_button.click(generate_txt2img, inputs=[current_model, text_prompt, negative_prompt, image_style], outputs=image_output)
203
+
204
+ # Launch the app
205
+ demo.launch()
206
+
requirements.txt ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ requests
2
+ pillow