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Update app.py
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app.py
CHANGED
@@ -12,13 +12,14 @@ 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="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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# Функция для проверки изображения
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def check_input_image(input_image):
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if input_image is None:
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@@ -29,17 +30,18 @@ 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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-
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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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@@ -48,7 +50,7 @@ def generate(image):
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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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@@ -74,10 +76,10 @@ 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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@@ -90,9 +92,9 @@ footer {
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}
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/* Общий стиль */
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body, input, button, textarea, select
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font-family: 'Poppins', sans-serif;
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background-color: #191a1e!important;
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color: #FFFFFF;
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}
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@@ -100,6 +102,9 @@ body, input, button, textarea, select,.gr-button {
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#loading-bar-processed, #loading-bar-glb {
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display: none;
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position: absolute;
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width: 60px;
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height: 60px;
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border: 8px solid #f3f3f3;
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@@ -108,13 +113,6 @@ body, input, button, textarea, select,.gr-button {
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animation: spin 1s linear infinite;
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}
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#processed-container #loading-bar-processed,
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.gr-model3d-container #loading-bar-glb {
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top: 50%;
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left: 50%;
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transform: translate(-50%, -50%);
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}
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@keyframes spin {
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0% { transform: translate(-50%, -50%) rotate(0deg); }
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100% { transform: translate(-50%, -50%) rotate(360deg); }
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@@ -122,7 +120,7 @@ body, input, button, textarea, select,.gr-button {
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/* Текст CheckBox в белый */
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.gr-checkbox label {
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color: #FFFFFF!important;
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}
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"""
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@@ -156,7 +154,7 @@ with gr.Blocks(theme=CustomTheme(), css=css) as demo:
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step=0.05,
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)
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do_remove_background = gr.Checkbox(
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label="Remove Background",
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value=True,
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)
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# Загружаем модель
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model = TSR.from_pretrained(
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"stabi/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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+
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# Функция для проверки изображения
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def check_input_image(input_image):
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if input_image is None:
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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 = removebackground(image)
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image = resize_foreground(image, foreground_ratio)
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image = fillbackground(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 = fillbackground(image)
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return image
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# Функция генерации 3D модели
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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(delete=False)
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mesh.export(mesh_path2.name)
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return mesh_path2.name
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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.textcolor_secondary = "#FFFFFF"
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self.textcolor_tertiary = "#FFFFFF"
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self.input_background_fill = "#191a1e"
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self.inputtext_color = "#FFFFFF"
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css = """
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/* Скрываем системный лоадер Gradio */
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}
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/* Общий стиль */
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body, input, button, textarea, select, .gr-button {
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font-family: 'Poppins', sans-serif;
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background-color: #191a1e !important;
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color: #FFFFFF;
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}
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#loading-bar-processed, #loading-bar-glb {
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display: none;
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position: absolute;
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top: 50%;
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left: 50%;
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transform: translate(-50%, -50%);
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width: 60px;
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height: 60px;
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border: 8px solid #f3f3f3;
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animation: spin 1s linear infinite;
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}
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@keyframes spin {
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0% { transform: translate(-50%, -50%) rotate(0deg); }
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100% { transform: translate(-50%, -50%) rotate(360deg); }
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/* Текст CheckBox в белый */
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.gr-checkbox label {
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color: #FFFFFF !important;
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}
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"""
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step=0.05,
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)
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do_remove_background = gr.Checkbox(
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label="Remove Background", # Текст перекрашен в белый через CSS
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value=True,
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)
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