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Update app.py
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app.py
CHANGED
@@ -12,9 +12,9 @@ device = "cuda:0" if torch.cuda.is_available() else "cpu"
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# Загружаем модель
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model = TSR.from_pretrained(
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"
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config_name="
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weight_name="
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)
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model.renderer.set_chunk_size(131072)
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model.to(device)
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@@ -25,35 +25,38 @@ def check_input_image(input_image):
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if input_image is None:
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raise gr.Error("No image uploaded!")
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# Функция обработки изображения
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def preprocess(input_image, do_remove_background, foreground_ratio):
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def fill_background(image):
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image = np.array(image).astype(np.float32) / 255.0
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image = image[:, :, :3] * image[:, :, 3:4] + (1 - image[:, :, 3:4]) * 0.5
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image = Image.fromarray((image * 255.0).astype(np.uint8))
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-
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if do_remove_background:
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image = input_image.convert("RGB")
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image =
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image = resize_foreground(image, foreground_ratio)
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image =
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else:
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image = input_image
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if image.mode == "RGBA":
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image =
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return image
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# Функция генерации 3D модели
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def generate(image):
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time.sleep(3) # Эмуляция времени обработки
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scene_codes = model(image, device=device)
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mesh = model.extract_mesh(scene_codes)[0]
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mesh = to_gradio_3d_orientation(mesh)
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mesh_path2 = tempfile.
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mesh.export(mesh_path2.name)
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return mesh_path2.name
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# Функции для управления лоадерами
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def start_loading_processed():
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return "<div id='loading-bar-processed' style='display: block;'></div>"
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@@ -67,6 +70,7 @@ def start_loading_glb():
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def stop_loading_glb():
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return "<div id='loading-bar-glb' style='display: none;'></div>"
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# Настройка темы и CSS
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class CustomTheme(gr.themes.Base):
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def __init__(self):
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@@ -76,10 +80,11 @@ class CustomTheme(gr.themes.Base):
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self.background_fill_secondary = "#191a1e"
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self.background_fill_tertiary = "#191a1e"
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self.text_color_primary = "#FFFFFF"
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self.
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self.
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self.input_background_fill = "#191a1e"
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self.
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css = """
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/* Скрываем системный лоадер Gradio */
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@@ -203,4 +208,4 @@ demo.launch(
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server_name="0.0.0.0",
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server_port=7860,
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share=True,
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)
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# Загружаем модель
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model = TSR.from_pretrained(
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"stabilityai/TripoSR",
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config_name="config.yaml",
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weight_name="model.ckpt",
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)
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model.renderer.set_chunk_size(131072)
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model.to(device)
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if input_image is None:
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raise gr.Error("No image uploaded!")
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+
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# Функция обработки изображения
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def preprocess(input_image, do_remove_background, foreground_ratio):
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def fill_background(image):
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image = np.array(image).astype(np.float32) / 255.0
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image = image[:, :, :3] * image[:, :, 3:4] + (1 - image[:, :, 3:4]) * 0.5
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image = Image.fromarray((image * 255.0).astype(np.uint8))
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return image
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if do_remove_background:
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image = input_image.convert("RGB")
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image = remove_background(image)
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image = resize_foreground(image, foreground_ratio)
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image = fill_background(image)
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else:
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image = input_image
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if image.mode == "RGBA":
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image = fill_background(image)
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return image
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# Функция генерации 3D модели
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def generate(image):
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time.sleep(3) # Эмуляция времени обработки
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scene_codes = model(image, device=device)
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mesh = model.extract_mesh(scene_codes)[0]
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mesh = to_gradio_3d_orientation(mesh)
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mesh_path2 = tempfile.NamedTemporaryFile(suffix=".glb", delete=False)
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mesh.export(mesh_path2.name)
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return mesh_path2.name
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# Функции для управления лоадерами
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def start_loading_processed():
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return "<div id='loading-bar-processed' style='display: block;'></div>"
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def stop_loading_glb():
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return "<div id='loading-bar-glb' style='display: none;'></div>"
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+
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# Настройка темы и CSS
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class CustomTheme(gr.themes.Base):
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def __init__(self):
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self.background_fill_secondary = "#191a1e"
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self.background_fill_tertiary = "#191a1e"
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self.text_color_primary = "#FFFFFF"
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self.text_color_secondary = "#FFFFFF"
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self.text_color_tertiary = "#FFFFFF"
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self.input_background_fill = "#191a1e"
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self.input_text_color = "#FFFFFF"
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css = """
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/* Скрываем системный лоадер Gradio */
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server_name="0.0.0.0",
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server_port=7860,
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share=True,
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)
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