Sebastiankay commited on
Commit
767fb92
1 Parent(s): 70fc24f

Update app.py

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Files changed (1) hide show
  1. app.py +101 -74
app.py CHANGED
@@ -1,10 +1,10 @@
1
- import os, sys, json, re, base64, random, requests, shutil
2
  import gradio as gr
3
  from datetime import datetime
4
  import urllib.parse
5
  from groq import Groq
6
  from exif import Image
7
- from PIL import Image as PILImage
8
  import colorsys
9
 
10
  MAX_SEED = 9999
@@ -23,16 +23,15 @@ os.makedirs(IMAGE_DIR)
23
 
24
  RES = os.path.join(os.path.dirname(__file__), "_res")
25
 
 
 
26
  custom_css = RES + "/_custom.css"
27
  custom_js = RES + "/_custom.js"
28
 
29
-
30
- title = "Pollinations Image Generator"
31
- description = "Pollinations API + Randomizer"
32
-
33
 
34
  theme = gr.themes.Soft(
35
- primary_hue="amber",
36
  radius_size="sm",
37
  )
38
 
@@ -55,9 +54,9 @@ def read_image_exfi_data(image_path):
55
  return None, image_path, img_exif_comment
56
 
57
 
58
- def groq_enhance_process(Prompt):
59
  client = Groq(api_key=GROQ_APIKEY_PROMPTENHANCE)
60
-
61
  SYSTEMPROMPT = os.path.join(RES, "groq_systemmessage_prompt_enhance.json")
62
  with open(SYSTEMPROMPT, "r") as f:
63
  SYSTEMPROMPT = json.load(f)
@@ -74,30 +73,22 @@ def groq_enhance_process(Prompt):
74
 
75
  if completion.choices[0].message.content != "":
76
  enhanced_prompt = completion.choices[0].message.content
 
77
 
78
  return enhanced_prompt
79
 
80
 
81
- def enhance_process(Prompt):
82
- encode_prompt = urllib.parse.quote(Prompt)
83
- request_url = f"https://image.pollinations.ai/prompt/{encode_prompt}?model=turbo&width=512&height=512&nologo=true&enhance=true&nofeed=true"
84
- print(request_url)
85
- response = requests.get(request_url)
86
- if response.status_code == 200:
87
- filename = datetime.now().strftime("%Y-%m-%d_%H-%M-%S") + ".png"
88
- file_path = os.path.join(CACHE_DIR, filename)
89
- with open(file_path, "wb") as f:
90
- f.write(response.content)
91
- img_exif_comment = read_exif(file_path)
92
- prompt_value = img_exif_comment.get("prompt", "")
93
- prompt_value = prompt_value.replace(Prompt, "").strip()
94
- print(prompt_value)
95
- return prompt_value
96
 
97
 
98
- def image_get_colors(image_path):
99
  img = PILImage.open(image_path)
100
  img = img.convert("RGB")
 
101
  pixels = list(img.getdata())
102
 
103
  # Erzeuge eine Liste mit den Häufigkeiten der Farben
@@ -115,82 +106,118 @@ def image_get_colors(image_path):
115
  dominant_color = max(colors, key=lambda x: x[2])
116
  dominant_color_rgb = colorsys.hsv_to_rgb(dominant_color[0], dominant_color[1], dominant_color[2])
117
  dominant_color_rgb = [int(c * 255) for c in dominant_color_rgb]
 
118
  print(dominant_color_rgb)
119
 
120
  return dominant_color_rgb
121
 
122
 
123
  def process(Prompt, image_width, image_height, image_seed, randomize_seed):
124
-
125
  used_seed = random.randint(0, MAX_SEED) if image_seed == 0 or randomize_seed else image_seed
 
 
 
 
 
 
 
 
 
 
 
 
 
126
 
127
- timestamp = datetime.now().strftime("%Y-%m-%d_%H-%M-%S")
128
- filename = timestamp + ".png"
129
- # file_path = os.path.join(filename_dir, filename)
130
- file_path = os.path.join(IMAGE_DIR, filename)
131
 
132
- encode_prompt = urllib.parse.quote(Prompt)
133
- request_url = f"https://image.pollinations.ai/prompt/{encode_prompt}?model=flux&width={image_width}&height={image_height}&nologo=true&enhance=false&nofeed=true&seed={used_seed}"
134
- print(request_url)
135
- response = requests.get(request_url)
136
- if response.status_code == 200:
137
- with open(file_path, "wb") as f:
138
- f.write(response.content)
139
 
140
- img_exif_comment = read_exif(file_path)
141
- img_dominant_color = image_get_colors(file_path)
 
 
142
 
143
- return ({"value": file_path, "__type__": "update"}, {"value": request_url, "visible": False, "__type__": "update"}, used_seed, img_exif_comment, {"visible": True, "__type__": "update"}, {"value": Prompt, "visible": True, "__type__": "update"}, {"value": file_path, "visible": True, "__type__": "update"})
 
 
 
 
144
 
 
 
 
 
 
 
 
145
 
146
- with gr.Blocks(theme=theme, css=custom_css) as demo:
 
 
 
 
 
 
 
147
  with gr.Tab("Image Generator"):
148
  with gr.Row():
149
  with gr.Column(scale=1):
150
  with gr.Row():
151
- text_prompt = gr.Textbox(label="Prompt", show_label=False, lines=12, max_lines=18, placeholder="Enter your Image prompt here...", elem_classes="prompt-input", autofocus=True)
152
- with gr.Row():
153
- with gr.Column(scale=2, elem_classes="image_size_selctor_wrapper"):
154
- image_width = gr.Slider(label="Width", minimum=256, maximum=MAX_IMAGE_SIZE, value=1024, step=128, elem_classes="image-width-selector")
155
- image_height = gr.Slider(label="Height", minimum=256, maximum=MAX_IMAGE_SIZE, value=683, step=128, elem_classes="image-height-selector")
156
- # with gr.Row():
157
- # image_ratio_buttons = gr.Radio(["16:9", "4:3", "3:2", "1:1"], value="3:2", label="Bild Größe", interactive=True, elem_classes="image-ratio-buttons", container=True, show_label=False)
158
- # switch_width_height = gr.Button("🔁", size="sm", elem_id="switchRatioBtn", elem_classes="switch-ratio-btn", variant="primary")
159
  with gr.Row():
160
- with gr.Column():
161
- image_seed = gr.Slider(label="Seed", minimum=0, step=1, value=42, maximum=MAX_SEED)
162
- randomize_seed = gr.Checkbox(label="Randomize seed", value=False)
163
- with gr.Row():
164
- run_button = gr.Button("Erstellen", variant="primary", elem_classes="run_button")
165
- enhance_button = gr.Button("Prompt verbessern", variant="secondary", elem_classes="enhance-button")
 
 
 
 
 
 
 
 
 
 
166
 
167
  with gr.Column(scale=3):
168
  with gr.Row():
169
- with gr.Column(scale=3):
170
- output_image = gr.Image(show_label=False, height=720)
171
  with gr.Column(scale=1):
172
- image_informations = gr.Markdown("""## Bildinformationen""", visible=False)
173
- # textbox_your_prompt = gr.Textbox(label="Dein Prmopt", lines=2, max_lines=4, interactive=False, show_copy_button=True)
174
- textbox_prompt = gr.Textbox("Bild Prompt", lines=4, max_lines=8, interactive=False, show_copy_button=True, visible=False)
175
- image_download_button = gr.DownloadButton("Bild herunterladen", value=None, elem_classes="download-button", variant="Primary", visible=False)
176
-
177
- # output_image = gr.Gallery(label="Generated images", show_label=False, elem_id="gallery", columns=[1], rows=[1], object_fit="contain", height="768")
178
- output_url = gr.Textbox(label="Output URL", show_label=True, interactive=False, show_copy_button=True, visible=False)
 
 
 
 
 
 
 
 
 
179
  outpu_image_comment = gr.Json(visible=False)
180
- # output_image = gr.Image(label="Generated image", show_label=True, height=720, show_share_button=False)
181
- # gallery = gr.Gallery(label="Generated Gallery", show_label=True, elem_id="gallery", columns=[3], rows=[1], object_fit="contain", height="auto", type="filepath")
182
- # testimage = gr.Image(value="images/2024-08-22/2024-08-22_00-45-31.png", type="pil")
183
- # gr.HTML("<div>")
184
- # for image_path in os.listdir(images_dir):
185
- # gr.HTML(f'<img src="images/2024-08-21/{image_path}" />')
186
- # gr.HTML("</div>")
187
 
188
  def switch_image_size_values(image_width, image_height):
189
  return image_height, image_width
190
 
191
  # switch_width_height.click(fn=switch_image_size_values, inputs=[image_width, image_height], outputs=[image_width, image_height])
192
 
193
- run_button.click(fn=process, inputs=[text_prompt, image_width, image_height, image_seed, randomize_seed], outputs=[output_image, output_url, image_seed, outpu_image_comment, image_informations, textbox_prompt, image_download_button])
194
- enhance_button.click(fn=groq_enhance_process, inputs=[text_prompt], outputs=[text_prompt])
 
 
 
195
 
196
- demo.launch()
 
1
+ import os, sys, json, re, time, base64, random, requests, shutil
2
  import gradio as gr
3
  from datetime import datetime
4
  import urllib.parse
5
  from groq import Groq
6
  from exif import Image
7
+ from PIL import Image as PILImage, ExifTags as PILExifTags
8
  import colorsys
9
 
10
  MAX_SEED = 9999
 
23
 
24
  RES = os.path.join(os.path.dirname(__file__), "_res")
25
 
26
+ gr.set_static_paths(paths=["_res/assets/"])
27
+
28
  custom_css = RES + "/_custom.css"
29
  custom_js = RES + "/_custom.js"
30
 
31
+ title = "Bilder Builder"
 
 
 
32
 
33
  theme = gr.themes.Soft(
34
+ primary_hue="cyan",
35
  radius_size="sm",
36
  )
37
 
 
54
  return None, image_path, img_exif_comment
55
 
56
 
57
+ def groq_enhance_process(Prompt=""):
58
  client = Groq(api_key=GROQ_APIKEY_PROMPTENHANCE)
59
+ Prompt = "random prompt" if Prompt == "" else Prompt
60
  SYSTEMPROMPT = os.path.join(RES, "groq_systemmessage_prompt_enhance.json")
61
  with open(SYSTEMPROMPT, "r") as f:
62
  SYSTEMPROMPT = json.load(f)
 
73
 
74
  if completion.choices[0].message.content != "":
75
  enhanced_prompt = completion.choices[0].message.content
76
+ enhanced_prompt = re.sub(r"[\.\"]+", "", enhanced_prompt)
77
 
78
  return enhanced_prompt
79
 
80
 
81
+ def image_get_size(image_path):
82
+ img = PILImage.open(image_path)
83
+ print("Image size:", img.size)
84
+ width, height = img.size
85
+ return width, height
 
 
 
 
 
 
 
 
 
 
86
 
87
 
88
+ def image_get_dominant_color(image_path):
89
  img = PILImage.open(image_path)
90
  img = img.convert("RGB")
91
+ img = img.resize((100, 100), resample=0)
92
  pixels = list(img.getdata())
93
 
94
  # Erzeuge eine Liste mit den Häufigkeiten der Farben
 
106
  dominant_color = max(colors, key=lambda x: x[2])
107
  dominant_color_rgb = colorsys.hsv_to_rgb(dominant_color[0], dominant_color[1], dominant_color[2])
108
  dominant_color_rgb = [int(c * 255) for c in dominant_color_rgb]
109
+ dominant_color_rgb = f"rgb({dominant_color_rgb[0]}, {dominant_color_rgb[1]}, {dominant_color_rgb[2]})"
110
  print(dominant_color_rgb)
111
 
112
  return dominant_color_rgb
113
 
114
 
115
  def process(Prompt, image_width, image_height, image_seed, randomize_seed):
 
116
  used_seed = random.randint(0, MAX_SEED) if image_seed == 0 or randomize_seed else image_seed
117
+ if "test image" in Prompt.lower() or Prompt == "":
118
+ print("Prompt:", Prompt)
119
+ TESTIMAGES = os.path.join(RES, "testimages")
120
+ random_num = random.randint(1, 10)
121
+ match = re.match(r"test image (\d+)", Prompt)
122
+ if match and 1 <= int(match.group(1)) <= 10:
123
+ random_num = match.group(1)
124
+ print("\n\nrandom: ", random_num)
125
+
126
+ Prompt = "test image " + str(random_num) if Prompt == "" else Prompt
127
+ filename = str(random_num) + ".png"
128
+ print("Filename:", filename)
129
+ file_path = os.path.join(TESTIMAGES, filename)
130
 
131
+ img_exif_comment = read_exif(file_path)
132
+ img_dominant_color = image_get_dominant_color(file_path)
133
+ img_width, img_height = image_get_size(file_path)
134
+ print("ImageSize: " + str(img_width) + "x" + str(img_height) + "px")
135
 
136
+ time.sleep(1)
 
 
 
 
 
 
137
 
138
+ return ({"value": file_path, "__type__": "update"}, {"value": None, "visible": False, "__type__": "update"}, img_exif_comment, {"visible": True, "__type__": "update"}, {"value": Prompt, "visible": True, "__type__": "update"}, img_width, img_height, used_seed, {"value": file_path, "visible": True, "__type__": "update"}, img_dominant_color)
139
+ else:
140
+ used_seed = random.randint(0, MAX_SEED) if image_seed == 0 or randomize_seed else image_seed
141
+ used_model = "turbo" if int(image_width) > 1024 or int(image_height) > 1024 else "flux" # turbo, flux
142
 
143
+ timestamp = datetime.now().strftime("%Y-%m-%d-%H-%M-%S")
144
+ filename_prompt = re.sub(r"[^\w\s-]", "", Prompt).strip().replace(" ", "_")
145
+ filename = timestamp + "_" + filename_prompt[:100] + ".png"
146
+ # file_path = os.path.join(filename_dir, filename)
147
+ file_path = os.path.join(IMAGE_DIR, filename)
148
 
149
+ encode_prompt = urllib.parse.quote(Prompt)
150
+ request_url = f"https://image.pollinations.ai/prompt/{encode_prompt}?model={used_model}&width={image_width}&height={image_height}&nologo=true&enhance=false&nofeed=true&seed={used_seed}"
151
+ print(request_url)
152
+ response = requests.get(request_url)
153
+ if response.status_code == 200:
154
+ with open(file_path, "wb") as f:
155
+ f.write(response.content)
156
 
157
+ img_exif_comment = read_exif(file_path)
158
+ img_dominant_color = image_get_dominant_color(file_path)
159
+ img_width, img_height = image_get_size(file_path)
160
+
161
+ return ({"value": file_path, "__type__": "update"}, {"value": None, "visible": False, "__type__": "update"}, img_exif_comment, {"visible": True, "__type__": "update"}, {"value": Prompt, "visible": True, "__type__": "update"}, img_width, img_height, used_seed, {"value": file_path, "visible": True, "__type__": "update"}, img_dominant_color)
162
+
163
+
164
+ with gr.Blocks(theme=theme, css=custom_css, js=custom_js, title=title) as demo:
165
  with gr.Tab("Image Generator"):
166
  with gr.Row():
167
  with gr.Column(scale=1):
168
  with gr.Row():
169
+ placeholder_text = "[???] Generiert dir einen zufälligen Prompt.\n[STERN] optimiert deinen eignen Prompt.\n[RUN] generiert dein Bild."
170
+ text_prompt = gr.Textbox(label="Prompt", show_label=False, lines=12, max_lines=18, placeholder=placeholder_text, elem_classes="prompt-input", autofocus=True)
 
 
 
 
 
 
171
  with gr.Row():
172
+ random_prompt_button = gr.Button("", variant="secondary", elem_id="random_prompt_btn", elem_classes="random-prompt-btn", icon="_res/assets/star_light_48.png")
173
+ enhance_prompt_button = gr.Button("", variant="secondary", elem_id="enhance_prompt_btn", elem_classes="enhance-prompt-btn", icon="_res/assets/star_light_48.png")
174
+ run_button = gr.Button("Erstellen", variant="primary", elem_id="run_btn", elem_classes="run-btn")
175
+ with gr.Row(elem_classes="image_size_selctor_wrapper"):
176
+ with gr.Column(scale=1):
177
+ with gr.Row():
178
+ # image_width = gr.Textbox(label="Breite", minimum=256, maximum=MAX_IMAGE_SIZE, value=1024, step=128, elem_id="image_width_selector", elem_classes="image-width-selector", scale=1)
179
+ image_width = gr.Textbox(label="Breite", value=1024, lines=1, max_lines=1, elem_id="image_width_selector", elem_classes="image-width-selector", scale=1)
180
+ # image_height = gr.Number(label="Höhe", minimum=256, maximum=MAX_IMAGE_SIZE, value=683, step=128, elem_id="image_height_selector", elem_classes="image-height-selector", scale=1)
181
+ image_height = gr.Textbox(label="Höhe", value=683, lines=1, max_lines=1, elem_id="image_height_selector", elem_classes="image-height-selector", scale=1)
182
+ with gr.Row():
183
+ image_ratio_buttons = gr.Radio(["16:9", "4:3", "3:2", "1:1"], value="3:2", label="Querformat", show_label=True, info="", interactive=True, elem_id="image_ratio_buttons", elem_classes="image-ratio-buttons", container=True, scale=2)
184
+ switch_width_height = gr.Button("", size="sm", elem_id="switch_width_height", elem_classes="switch-ratio-btn", variant="primary", scale=1)
185
+ with gr.Column():
186
+ image_seed = gr.Slider(label="Seed", info="Jeder Seed generiert ein anderes Bild mit dem selben Prompt", minimum=0, step=1, value=42, maximum=MAX_SEED)
187
+ randomize_seed = gr.Checkbox(label="Randomize seed", value=False)
188
 
189
  with gr.Column(scale=3):
190
  with gr.Row():
 
 
191
  with gr.Column(scale=1):
192
+ with gr.Row():
193
+ output_image = gr.Image(show_label=False, height=720, min_width=320, scale=3, elem_id="output_image", type="filepath")
194
+ with gr.Column(scale=1, visible=False, elem_classes="image-info-wrapper") as image_info_wrapper:
195
+ # with gr.Group(visible=False) as image_info_wrapper:
196
+ with gr.Group():
197
+ image_informations = gr.Markdown("""## Bildinformationen""", visible=True)
198
+ # textbox_your_prompt = gr.Textbox(label="Dein Prmopt", lines=2, max_lines=4, interactive=False, show_copy_button=True)
199
+ with gr.Row(elem_classes="img-size-wrapper"):
200
+ image_info_tb_width = gr.Textbox(label="Breite", lines=1, max_lines=1, interactive=False, show_copy_button=True, elem_classes="image-info-tb-width")
201
+ image_info_tb_height = gr.Textbox(label="Höhe", lines=1, max_lines=1, interactive=False, show_copy_button=True, elem_classes="image-info-tb-height")
202
+ with gr.Row(elem_classes="img-seed-wrapper"):
203
+ image_info_tb_seed = gr.Textbox(label="Seed", lines=1, max_lines=1, interactive=False, show_copy_button=True, elem_classes="image-info-tb-seed")
204
+ image_info_tb_prompt = gr.Textbox("Bild Prompt", lines=4, max_lines=8, interactive=False, show_copy_button=True, visible=True)
205
+ image_download_button = gr.DownloadButton("Bild herunterladen", value=None, elem_classes="download-button", variant="primary", visible=False)
206
+
207
+ output_url = gr.Textbox(label="Output URL", show_label=True, interactive=False, visible=False)
208
  outpu_image_comment = gr.Json(visible=False)
209
+ output_dominant_image_color = gr.Textbox(show_label=False, elem_id="dominant_image_color", visible=True, elem_classes="output-dominant-image-color")
210
+
 
 
 
 
 
211
 
212
  def switch_image_size_values(image_width, image_height):
213
  return image_height, image_width
214
 
215
  # switch_width_height.click(fn=switch_image_size_values, inputs=[image_width, image_height], outputs=[image_width, image_height])
216
 
217
+ run_button.click(fn=process, inputs=[text_prompt, image_width, image_height, image_seed, randomize_seed], outputs=[output_image, output_url, outpu_image_comment, image_informations, image_info_tb_prompt, image_info_tb_width, image_info_tb_height, image_info_tb_seed, image_download_button, output_dominant_image_color])
218
+
219
+ enhance_prompt_button.click(fn=groq_enhance_process, inputs=[text_prompt], outputs=[text_prompt])
220
+ random_prompt_button.click(fn=groq_enhance_process, inputs=None, outputs=[text_prompt])
221
+
222
 
223
+ demo.launch()