Update app.py

app.py

@@ -33,10 +33,13 @@ def error_str(error, title="Error"):
             {error}"""  if error else ""
 
 
-def inference(prompt, guidance, steps, width=512, height=512, seed=0, img=None, strength=0.5, neg_prompt="", disable_auto_prompt_correction=False):
+def inference(prompt, guidance, steps, width=512, height=512, seed=0, img=None, strength=0.5, neg_prompt="", cool_japan_type="Anime", disable_auto_prompt_correction=False):
 
   generator = torch.Generator('cuda').manual_seed(seed) if seed != 0 else None
-    
+
+  if(not disable_auto_prompt_correction):
+    prompt,neg_prompt=auto_prompt_correction(prompt,neg_prompt,cool_japan_type)
+
   try:
     if img is not None:
       return img_to_img(prompt, neg_prompt, img, strength, guidance, steps, width, height, generator, disable_auto_prompt_correction), None
@@ -44,14 +47,15 @@ def inference(prompt, guidance, steps, width=512, height=512, seed=0, img=None,
       return txt_to_img(prompt, neg_prompt, guidance, steps, width, height, generator, disable_auto_prompt_correction), None
   except Exception as e:
     return None, error_str(e)
-def auto_prompt_correction(prompt_ui,neg_prompt_ui):
+def auto_prompt_correction(prompt_ui,neg_prompt_ui,cool_japan_type_ui):
     # auto prompt correction
+    cool_japan_type=str(cool_japan_type_ui)
     prompt=str(prompt_ui)
     neg_prompt=str(neg_prompt_ui)
     prompt=prompt.lower()
     neg_prompt=neg_prompt.lower()
     if(prompt=="" and neg_prompt==""):
-        prompt="anime, a portrait of a girl, 4k, detailed"
+        prompt=f"{cool_japan_type}, a portrait of a girl, 4k, detailed"
         neg_prompt=f"(((deformed))), blurry, ((((bad anatomy)))), {neg_prompt}, bad pupil, disfigured, poorly drawn face, mutation, mutated, (extra limb), (ugly), (poorly drawn hands), bad hands, fused fingers, messy drawing, broken legs censor, low quality, ((mutated hands and fingers:1.5), (long body :1.3), (mutation, poorly drawn :1.2), ((bad eyes)), ui, error, missing fingers, fused fingers, one hand with more than 5 fingers, one hand with less than 5 fingers, one hand with more than 5 digit, one hand with less than 5 digit, extra digit, fewer digits, fused digit, missing digit, bad digit, liquid digit, long body, uncoordinated body, unnatural body, lowres, jpeg artifacts, 2d, 3d, cg, text"
 
     splited_prompt=prompt.replace(","," ").replace("_"," ").split(" ")
@@ -61,27 +65,24 @@ def auto_prompt_correction(prompt_ui,neg_prompt_ui):
     human_words=["girl","maid","female","woman","boy","male","man","guy"]
     for word in human_words:
         if( word in splited_prompt):
-            prompt=f"anime, {prompt}, 4k, detailed"
+            prompt=f"{cool_japan_type}, {prompt}, 4k, detailed"
             neg_prompt=f"(((deformed))), blurry, ((((bad anatomy)))), {neg_prompt}, bad pupil, disfigured, poorly drawn face, mutation, mutated, (extra limb), (ugly), (poorly drawn hands), bad hands, fused fingers, messy drawing, broken legs censor, low quality, ((mutated hands and fingers:1.5), (long body :1.3), (mutation, poorly drawn :1.2), ((bad eyes)), ui, error, missing fingers, fused fingers, one hand with more than 5 fingers, one hand with less than 5 fingers, one hand with more than 5 digit, one hand with less than 5 digit, extra digit, fewer digits, fused digit, missing digit, bad digit, liquid digit, long body, uncoordinated body, unnatural body, lowres, jpeg artifacts, 2d, 3d, cg, text"
 
     animal_words=["cat","dog","bird"]
     for word in animal_words:
         if( word in splited_prompt):
-            prompt=f"anime, a {word}, 4k, detailed"
+            prompt=f"{cool_japan_type}, a {word}, 4k, detailed"
             neg_prompt=f"(((deformed))), blurry, ((((bad anatomy)))), {neg_prompt}, bad pupil, disfigured, poorly drawn face, mutation, mutated, (extra limb), (ugly), (poorly drawn hands), bad hands, fused fingers, messy drawing, broken legs censor, low quality, ((mutated hands and fingers:1.5), (long body :1.3), (mutation, poorly drawn :1.2), ((bad eyes)), ui, error, missing fingers, fused fingers, one hand with more than 5 fingers, one hand with less than 5 fingers, one hand with more than 5 digit, one hand with less than 5 digit, extra digit, fewer digits, fused digit, missing digit, bad digit, liquid digit, long body, uncoordinated body, unnatural body, lowres, jpeg artifacts, 2d, 3d, cg, text"
 
     background_words=["mount fuji","mt. fuji","building", "buildings", "tokyo", "kyoto", "shibuya", "shinjuku"]
     for word in background_words:
         if( word in splited_prompt):
-            prompt=f"anime, shinkai makoto, {word}, 4k, 8k, highly detailed"
+            prompt=f"{cool_japan_type}, shinkai makoto, {word}, 4k, 8k, highly detailed"
             neg_prompt=f"(((deformed))), {neg_prompt}, photo, people, low quality, ui, error, lowres, jpeg artifacts, 2d, 3d, cg, text"
 
     return prompt,neg_prompt
     
-def txt_to_img(prompt, neg_prompt, guidance, steps, width, height, generator,disable_auto_prompt_correction):
-    if(not disable_auto_prompt_correction):
-        prompt,neg_prompt=auto_prompt_correction(prompt,neg_prompt)
-        
+def txt_to_img(prompt, neg_prompt, guidance, steps, width, height, generator):
     result = pipe(
       prompt,
       negative_prompt = neg_prompt,
@@ -93,10 +94,7 @@ def txt_to_img(prompt, neg_prompt, guidance, steps, width, height, generator,dis
     
     return result.images[0]
 
-def img_to_img(prompt, neg_prompt, img, strength, guidance, steps, width, height, generator,disable_auto_prompt_correction):
-    if(not disable_auto_prompt_correction):
-        prompt,neg_prompt=auto_prompt_correction(prompt,neg_prompt)
-        
+def img_to_img(prompt, neg_prompt, img, strength, guidance, steps, width, height, generator):
     ratio = min(height / img.height, width / img.width)
     img = img.resize((int(img.width * ratio), int(img.height * ratio)), Image.LANCZOS)
     result = pipe_i2i(
@@ -142,6 +140,7 @@ with gr.Blocks(css=css) as demo:
         with gr.Column(scale=55):
           with gr.Group():
               with gr.Row():
+                cool_japan_type=gr.Radio(["Anime", "Manga", "Game"])
                 prompt = gr.Textbox(label="Prompt", show_label=False, max_lines=2,placeholder="[your prompt]").style(container=False)
                 generate = gr.Button(value="Generate").style(rounded=(False, True, True, False))
 
@@ -169,7 +168,7 @@ with gr.Blocks(css=css) as demo:
                 image = gr.Image(label="Image", height=256, tool="editor", type="pil")
                 strength = gr.Slider(label="Transformation strength", minimum=0, maximum=1, step=0.01, value=0.5)
                   
-    inputs = [prompt, guidance, steps, width, height, seed, image, strength, neg_prompt, disable_auto_prompt_correction]
+    inputs = [prompt, guidance, steps, width, height, seed, image, strength, neg_prompt, cool_japan_type, disable_auto_prompt_correction]
 
     outputs = [image_out, error_output]
     prompt.submit(inference, inputs=inputs, outputs=outputs)