test

app.py

@@ -1,98 +1,9 @@
 import gradio as gr
-import io
-from PIL import Image
-import base64
-from scripts.process_utils import initialize, process_image_as_base64, image_to_base64
-from scripts.anime import init_model
-from scripts.generate_prompt import load_wd14_tagger_model
-
-# 初期化
-initialize(_use_local=False, use_gpu=True, use_dotenv=True)
-init_model(use_local=False)
-load_wd14_tagger_model()
-
-def process_image(input_image, mode, weight1=None, weight2=None):
-    print(f"Processing image with mode={mode}, weight1={weight1}, weight2={weight2}")
-    # 既存の画像処理ロジック
-    if mode == "original":
-        sotai_image, sketch_image = process_image_as_base64(input_image, mode, None, None)
-    elif mode == "refine":
-        sotai_image, sketch_image = process_image_as_base64(input_image, mode, weight1, weight2)
-
-    return sotai_image, sketch_image, None
-
-def mix_images(sotai_image_data, sketch_image_data, opacity1, opacity2):
-    sotai_image = Image.open(io.BytesIO(base64.b64decode(sotai_image_data))).convert('RGBA')
-    sketch_image = Image.open(io.BytesIO(base64.b64decode(sketch_image_data))).convert('RGBA')
-
-    if sotai_image.size != sketch_image.size:
-        sketch_image = sketch_image.resize(sotai_image.size, Image.Resampling.LANCZOS)
-
-    mixed_image = Image.new('RGBA', sotai_image.size, (255, 255, 255, 255))
-
-    sotai_alpha = sotai_image.getchannel('A').point(lambda x: int(x * opacity1))
-    sketch_alpha = sketch_image.getchannel('A').point(lambda x: int(x * opacity2))
-
-    mixed_image.paste(sketch_image, (0, 0), mask=sketch_alpha)
-    mixed_image.paste(sotai_image, (0, 0), mask=sotai_alpha)
-
-    return mixed_image
 
 with gr.Blocks() as demo:
     # title
     gr.HTML("<h1>Image2Body demo</h1>")
     # description
     gr.HTML("<p>Upload an image and select processing options to generate body and sketch images.</p>")
-    # interface
-    submit = None
-    with gr.Row():
-        with gr.Column() as input_col:
-            input_image = gr.Image(type="pil", label="Input Image")
-            with gr.Tab("original"):
-                original_mode = gr.Text("original", label="Mode", visible=False)
-                original_submit = gr.Button("Submit", variant="primary")
-            with gr.Tab("refine"):
-                refine_input = [
-                    gr.Text("refine", label="Mode", visible=False),
-                    gr.Slider(0, 2, value=0.6, step=0.05, label="Weight 1 (Sketch)"),
-                    gr.Slider(0, 1, value=0.05, step=0.025, label="Weight 2 (Body)")
-                ]
-                refine_submit = gr.Button("Submit", variant="primary")
-            gr.Examples(
-                examples=[f"images/sample{i}.png" for i in [1, 2, 4, 5, 6, 7, 10, 16, 18, 19]],
-                inputs=[input_image]
-            )
-        with gr.Column() as output_col:
-            sotai_image_data = gr.Text(label="Sotai Image data", visible=False)
-            sketch_image_data = gr.Text(label="Sketch Image data", visible=False)
-            mixed_image = gr.Image(label="Output Image", elem_id="output_image")
-            opacity_slider1 = gr.Slider(0, 1, value=0.5, step=0.05, label="Opacity (Sotai)")
-            opacity_slider2 = gr.Slider(0, 1, value=0.5, step=0.05, label="Opacity (Sketch)")
-
-    original_submit.click(
-        process_image,
-        inputs=[input_image, original_mode],
-        outputs=[sotai_image_data, sketch_image_data, mixed_image]
-    )
-    refine_submit.click(
-        process_image,
-        inputs=[input_image, refine_input[0], refine_input[1], refine_input[2]],
-        outputs=[sotai_image_data, sketch_image_data, mixed_image]
-    )
-    sotai_image_data.change(
-        mix_images,
-        inputs=[sotai_image_data, sketch_image_data, opacity_slider1, opacity_slider2],
-        outputs=mixed_image
-    )
-    opacity_slider1.change(
-        mix_images,
-        inputs=[sotai_image_data, sketch_image_data, opacity_slider1, opacity_slider2],
-        outputs=mixed_image
-    )
-    opacity_slider2.change(
-        mix_images,
-        inputs=[sotai_image_data, sketch_image_data, opacity_slider1, opacity_slider2],
-        outputs=mixed_image
-    )
 
     demo.launch()