Update app.py

app.py

@@ -3,6 +3,7 @@ import numpy as np
 import random
 from diffusers import DiffusionPipeline
 import torch
+from PIL import Image, ImageOps
 
 device = "cuda" if torch.cuda.is_available() else "cpu"
 
@@ -55,169 +56,70 @@ examples = [
     ["red", "sweat shirt", "geometric design", "plain"],
 ]
 
-css = """
-#col-container {
-    margin: 0 auto;
-    max-width: 520px;
-}
-"""
-
 if torch.cuda.is_available():
     power_device = "GPU"
 else:
     power_device = "CPU"
 
-with gr.Blocks(css=css) as demo:
+def edit_image(img_data, operation, *args):
+    image = Image.open(img_data)
+    
+    if operation == "rotate":
+        angle = args[0]
+        image = image.rotate(angle, expand=True)
+    elif operation == "crop":
+        left, top, right, bottom = args
+        image = image.crop((left, top, right, bottom))
+    elif operation == "resize":
+        width, height = args
+        image = image.resize((width, height))
+    elif operation == "flip":
+        if args[0] == "horizontal":
+            image = ImageOps.mirror(image)
+        else:
+            image = ImageOps.flip(image)
+    
+    return image
+
+with gr.Blocks() as demo:
     
-    with gr.Column(elem_id="col-container"):
+    with gr.Column():
         gr.Markdown(f"""
-        # Text-to-Image Gradio Template
+        # GenZ Couture
         Currently running on {power_device}.
         """)
         
-        with gr.Row():
-            
-            prompt_part1 = gr.Textbox(
-                value="a single", 
-                label="Prompt Part 1",
-                show_label=False,
-                interactive=False,
-                container=False,
-                elem_id="prompt_part1",
-                visible=False,
-            )
-            
-            prompt_part2 = gr.Textbox(
-                label="color",
-                show_label=False,
-                max_lines=1,
-                placeholder="color (e.g., color category)",
-                container=False,
-            )
-            
-            prompt_part3 = gr.Textbox(
-                label="dress_type",
-                show_label=False,
-                max_lines=1,
-                placeholder="dress_type (e.g., t-shirt, sweatshirt, shirt, hoodie)",
-                container=False,
-            )
-            
-            prompt_part4_front = gr.Textbox(
-                label="front design",
-                show_label=False,
-                max_lines=1,
-                placeholder="front design",
-                container=False,
-            )
-
-            prompt_part4_back = gr.Textbox(
-                label="back design",
-                show_label=False,
-                max_lines=1,
-                placeholder="back design",
-                container=False,
-            )
-            
-            prompt_part5 = gr.Textbox(
-                value="hanging on the plain wall", 
-                label="Prompt Part 5",
-                show_label=False,
-                interactive=False,
-                container=False,
-                elem_id="prompt_part5",
-                visible=False,
-            )
-            
-            run_button = gr.Button("Run", scale=0)
+        prompt_part1 = gr.Textbox(value="a single", label="Prompt Part 1")
+        prompt_part2 = gr.Textbox(label="color", placeholder="color (e.g., red, blue)")
+        prompt_part3 = gr.Textbox(label="dress_type", placeholder="dress_type (e.g., t-shirt, hoodie)")
+        prompt_part4_front = gr.Textbox(label="front design", placeholder="front design")
+        prompt_part4_back = gr.Textbox(label="back design", placeholder="back design")
+        prompt_part5 = gr.Textbox(value="hanging on the plain wall", label="Prompt Part 5")
         
-        front_result = gr.Image(label="Front View Result", show_label=False)
-        back_result = gr.Image(label="Back View Result", show_label=False)
-
-        with gr.Row():
-            edit_button = gr.Button("Edit Front Design")
-            edit_front_design = gr.Image(interactive=True, tool="editor")
+        run_button = gr.Button("Run", label="Generate Designs")
 
-        with gr.Row():
-            edit_button_back = gr.Button("Edit Back Design")
-            edit_back_design = gr.Image(interactive=True, tool="editor")
+        front_result = gr.Image(label="Front View Result", type="file", interactive=True)
+        back_result = gr.Image(label="Back View Result", type="file", interactive=True)
 
-        with gr.Accordion("Advanced Settings", open=False):
-            
-            negative_prompt = gr.Textbox(
-                label="Negative prompt",
-                max_lines=1,
-                placeholder="Enter a negative prompt",
-                visible=False,
-            )
-            
-            seed = gr.Slider(
-                label="Seed",
-                minimum=0,
-                maximum=MAX_SEED,
-                step=1,
-                value=0,
-            )
-            
-            randomize_seed = gr.Checkbox(label="Randomize seed", value=True)
-            
-            with gr.Row():
-                
-                width = gr.Slider(
-                    label="Width",
-                    minimum=256,
-                    maximum=MAX_IMAGE_SIZE,
-                    step=32,
-                    value=512,
-                )
-                
-                height = gr.Slider(
-                    label="Height",
-                    minimum=256,
-                    maximum=MAX_IMAGE_SIZE,
-                    step=32,
-                    value=512,
-                )
-            
-            with gr.Row():
-                
-                guidance_scale = gr.Slider(
-                    label="Guidance scale",
-                    minimum=0.0,
-                    maximum=10.0,
-                    step=0.1,
-                    value=0.0,
-                )
-                
-                num_inference_steps = gr.Slider(
-                    label="Number of inference steps",
-                    minimum=1,
-                    maximum=12,
-                    step=1,
-                    value=2,
-                )
-        
-        gr.Examples(
-            examples=examples,
-            inputs=[prompt_part2, prompt_part3, prompt_part4_front, prompt_part4_back]
-        )
+        gr.Examples(examples=examples, inputs=[prompt_part2, prompt_part3, prompt_part4_front, prompt_part4_back])
 
     run_button.click(
         fn=infer,
-        inputs=[prompt_part1, prompt_part2, prompt_part3, prompt_part4_front, prompt_part4_back, prompt_part5, negative_prompt, seed, randomize_seed, width, height, guidance_scale, num_inference_steps],
+        inputs=[prompt_part1, prompt_part2, prompt_part3, prompt_part4_front, prompt_part4_back, prompt_part5],
         outputs=[front_result, back_result]
     )
 
-    edit_button.click(
-        fn=lambda x: x,
-        inputs=[front_result],
-        outputs=[edit_front_design],
-    )
+    gr.Markdown("## Creative Touch")
 
-    edit_button_back.click(
-        fn=lambda x: x,
-        inputs=[back_result],
-        outputs=[edit_back_design],
+    edit_operation = gr.Dropdown(choices=["rotate", "crop", "resize", "flip"], label="Edit Operation")
+    edit_args = gr.Textbox(label="Edit Arguments (comma-separated)", placeholder="For rotate: angle, For crop: left,top,right,bottom, For resize: width,height, For flip: horizontal/vertical")
+    
+    edit_button = gr.Button("Edit Front Design")
+
+    edit_button.click(
+        fn=lambda img_data, operation, args: edit_image(img_data, operation, *map(int, args.split(','))),
+        inputs=[front_result, edit_operation, edit_args],
+        outputs=[front_result]
     )
 
 demo.queue().launch()