Spaces:
Runtime error
Runtime error
fix
Browse files
app.py
CHANGED
|
@@ -39,121 +39,121 @@ from step1x3d_texture.utils.shape_post_process import (
|
|
| 39 |
DegenerateFaceRemover,
|
| 40 |
)
|
| 41 |
|
| 42 |
-
if __name__ == "__main__":
|
| 43 |
-
parser = argparse.ArgumentParser()
|
| 44 |
-
parser.add_argument(
|
| 45 |
-
"--geometry_model", type=str, default="Step1X-3D-Geometry-Label-1300m"
|
| 46 |
-
)
|
| 47 |
-
parser.add_argument(
|
| 48 |
-
"--texture_model", type=str, default="Step1X-3D-Texture"
|
| 49 |
-
)
|
| 50 |
-
parser.add_argument("--cache_dir", type=str, default="cache")
|
| 51 |
-
args = parser.parse_args()
|
| 52 |
|
| 53 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 54 |
|
| 55 |
-
|
| 56 |
-
"stepfun-ai/Step1X-3D", subfolder=args.geometry_model
|
| 57 |
-
)
|
| 58 |
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
|
| 67 |
-
|
| 68 |
-
|
| 69 |
-
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 76 |
)
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
|
| 80 |
-
|
| 81 |
-
|
| 82 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 83 |
)
|
| 84 |
|
| 85 |
-
|
| 86 |
-
|
| 87 |
-
|
| 88 |
-
|
| 89 |
-
|
| 90 |
-
|
| 91 |
-
|
| 92 |
-
|
| 93 |
-
|
| 94 |
-
|
| 95 |
-
|
| 96 |
-
|
| 97 |
-
torch.cuda.empty_cache()
|
| 98 |
-
print("Generate finish")
|
| 99 |
-
return geometry_save_path, textured_save_path
|
| 100 |
-
|
| 101 |
-
|
| 102 |
-
with gr.Blocks(title="Step1X-3D demo") as demo:
|
| 103 |
-
gr.Markdown("# Step1X-3D")
|
| 104 |
-
with gr.Row():
|
| 105 |
-
with gr.Column(scale=2):
|
| 106 |
-
input_image = gr.Image(
|
| 107 |
-
label="Image", type="filepath", image_mode="RGBA"
|
| 108 |
-
)
|
| 109 |
-
guidance_scale = gr.Number(label="Guidance Scale", value="7.5")
|
| 110 |
-
inference_steps = gr.Slider(
|
| 111 |
-
label="Inferece Steps", minimum=1, maximum=100, value=50
|
| 112 |
-
)
|
| 113 |
-
max_facenum = gr.Number(label="Max Face Num", value="400000")
|
| 114 |
-
symmetry = gr.Radio(
|
| 115 |
-
choices=["symmetry", "asymmetry"],
|
| 116 |
-
label="Symmetry Type",
|
| 117 |
-
value="symmetry",
|
| 118 |
-
type="index",
|
| 119 |
-
)
|
| 120 |
-
edge_type = gr.Radio(
|
| 121 |
-
choices=["sharp", "normal", "smooth"],
|
| 122 |
-
label="Edge Type",
|
| 123 |
-
value="sharp",
|
| 124 |
-
type="value",
|
| 125 |
-
)
|
| 126 |
-
btn = gr.Button("Start")
|
| 127 |
-
with gr.Column(scale=4):
|
| 128 |
-
textured_preview = gr.Model3D(label="Textured", height=380)
|
| 129 |
-
geometry_preview = gr.Model3D(label="Geometry", height=380)
|
| 130 |
-
with gr.Column(scale=1):
|
| 131 |
-
gr.Examples(
|
| 132 |
-
examples=[
|
| 133 |
-
["examples/images/000.png"],
|
| 134 |
-
["examples/images/001.png"],
|
| 135 |
-
["examples/images/004.png"],
|
| 136 |
-
["examples/images/008.png"],
|
| 137 |
-
["examples/images/028.png"],
|
| 138 |
-
["examples/images/032.png"],
|
| 139 |
-
["examples/images/061.png"],
|
| 140 |
-
["examples/images/107.png"],
|
| 141 |
-
],
|
| 142 |
-
inputs=[input_image],
|
| 143 |
-
cache_examples=False,
|
| 144 |
-
)
|
| 145 |
-
|
| 146 |
-
btn.click(
|
| 147 |
-
generate_func,
|
| 148 |
-
inputs=[
|
| 149 |
-
input_image,
|
| 150 |
-
guidance_scale,
|
| 151 |
-
inference_steps,
|
| 152 |
-
max_facenum,
|
| 153 |
-
symmetry,
|
| 154 |
-
edge_type,
|
| 155 |
-
],
|
| 156 |
-
outputs=[geometry_preview, textured_preview],
|
| 157 |
-
)
|
| 158 |
|
| 159 |
-
|
|
|
|
| 39 |
DegenerateFaceRemover,
|
| 40 |
)
|
| 41 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 42 |
|
| 43 |
+
parser = argparse.ArgumentParser()
|
| 44 |
+
parser.add_argument(
|
| 45 |
+
"--geometry_model", type=str, default="Step1X-3D-Geometry-Label-1300m"
|
| 46 |
+
)
|
| 47 |
+
parser.add_argument(
|
| 48 |
+
"--texture_model", type=str, default="Step1X-3D-Texture"
|
| 49 |
+
)
|
| 50 |
+
parser.add_argument("--cache_dir", type=str, default="cache")
|
| 51 |
+
args = parser.parse_args()
|
| 52 |
|
| 53 |
+
os.makedirs(args.cache_dir, exist_ok=True)
|
|
|
|
|
|
|
| 54 |
|
| 55 |
+
geometry_model = Step1X3DGeometryPipeline.from_pretrained(
|
| 56 |
+
"stepfun-ai/Step1X-3D", subfolder=args.geometry_model
|
| 57 |
+
)
|
| 58 |
+
|
| 59 |
+
texture_model = Step1X3DTexturePipeline.from_pretrained("stepfun-ai/Step1X-3D", subfolder=args.texture_model)
|
| 60 |
+
|
| 61 |
+
|
| 62 |
+
@spaces.GPU(duration=240)
|
| 63 |
+
def generate_func(
|
| 64 |
+
input_image_path, guidance_scale, inference_steps, max_facenum, symmetry, edge_type
|
| 65 |
+
):
|
| 66 |
+
geometry_model = geometry_model.to("cuda")
|
| 67 |
+
if "Label" in args.geometry_model:
|
| 68 |
+
symmetry_values = ['x', 'asymmetry']
|
| 69 |
+
out = geometry_model(
|
| 70 |
+
input_image_path,
|
| 71 |
+
label={"symmetry": symmetry_values[int(symmetry)], "edge_type": edge_type},
|
| 72 |
+
guidance_scale=float(guidance_scale),
|
| 73 |
+
octree_resolution=384,
|
| 74 |
+
max_facenum=int(max_facenum),
|
| 75 |
+
num_inference_steps=int(inference_steps),
|
| 76 |
+
)
|
| 77 |
+
else:
|
| 78 |
+
out = geometry_model(
|
| 79 |
+
input_image_path,
|
| 80 |
+
guidance_scale=float(guidance_scale),
|
| 81 |
+
num_inference_steps=int(inference_steps),
|
| 82 |
+
max_facenum=int(max_facenum),
|
| 83 |
+
)
|
| 84 |
+
|
| 85 |
+
save_name = str(uuid.uuid4())
|
| 86 |
+
print(save_name)
|
| 87 |
+
geometry_save_path = f"{args.cache_dir}/{save_name}.glb"
|
| 88 |
+
geometry_mesh = out.mesh[0]
|
| 89 |
+
geometry_mesh.export(geometry_save_path)
|
| 90 |
+
|
| 91 |
+
geometry_mesh = DegenerateFaceRemover()(geometry_mesh)
|
| 92 |
+
geometry_mesh = FaceReducer()(geometry_mesh)
|
| 93 |
+
textured_mesh = texture_model(input_image_path, geometry_mesh)
|
| 94 |
+
textured_save_path = f"{args.cache_dir}/{save_name}-textured.glb"
|
| 95 |
+
textured_mesh.export(textured_save_path)
|
| 96 |
+
|
| 97 |
+
torch.cuda.empty_cache()
|
| 98 |
+
print("Generate finish")
|
| 99 |
+
return geometry_save_path, textured_save_path
|
| 100 |
+
|
| 101 |
+
|
| 102 |
+
with gr.Blocks(title="Step1X-3D demo") as demo:
|
| 103 |
+
gr.Markdown("# Step1X-3D")
|
| 104 |
+
with gr.Row():
|
| 105 |
+
with gr.Column(scale=2):
|
| 106 |
+
input_image = gr.Image(
|
| 107 |
+
label="Image", type="filepath", image_mode="RGBA"
|
| 108 |
)
|
| 109 |
+
guidance_scale = gr.Number(label="Guidance Scale", value="7.5")
|
| 110 |
+
inference_steps = gr.Slider(
|
| 111 |
+
label="Inferece Steps", minimum=1, maximum=100, value=50
|
| 112 |
+
)
|
| 113 |
+
max_facenum = gr.Number(label="Max Face Num", value="400000")
|
| 114 |
+
symmetry = gr.Radio(
|
| 115 |
+
choices=["symmetry", "asymmetry"],
|
| 116 |
+
label="Symmetry Type",
|
| 117 |
+
value="symmetry",
|
| 118 |
+
type="index",
|
| 119 |
+
)
|
| 120 |
+
edge_type = gr.Radio(
|
| 121 |
+
choices=["sharp", "normal", "smooth"],
|
| 122 |
+
label="Edge Type",
|
| 123 |
+
value="sharp",
|
| 124 |
+
type="value",
|
| 125 |
+
)
|
| 126 |
+
btn = gr.Button("Start")
|
| 127 |
+
with gr.Column(scale=4):
|
| 128 |
+
textured_preview = gr.Model3D(label="Textured", height=380)
|
| 129 |
+
geometry_preview = gr.Model3D(label="Geometry", height=380)
|
| 130 |
+
with gr.Column(scale=1):
|
| 131 |
+
gr.Examples(
|
| 132 |
+
examples=[
|
| 133 |
+
["examples/images/000.png"],
|
| 134 |
+
["examples/images/001.png"],
|
| 135 |
+
["examples/images/004.png"],
|
| 136 |
+
["examples/images/008.png"],
|
| 137 |
+
["examples/images/028.png"],
|
| 138 |
+
["examples/images/032.png"],
|
| 139 |
+
["examples/images/061.png"],
|
| 140 |
+
["examples/images/107.png"],
|
| 141 |
+
],
|
| 142 |
+
inputs=[input_image],
|
| 143 |
+
cache_examples=False,
|
| 144 |
)
|
| 145 |
|
| 146 |
+
btn.click(
|
| 147 |
+
generate_func,
|
| 148 |
+
inputs=[
|
| 149 |
+
input_image,
|
| 150 |
+
guidance_scale,
|
| 151 |
+
inference_steps,
|
| 152 |
+
max_facenum,
|
| 153 |
+
symmetry,
|
| 154 |
+
edge_type,
|
| 155 |
+
],
|
| 156 |
+
outputs=[geometry_preview, textured_preview],
|
| 157 |
+
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 158 |
|
| 159 |
+
demo.launch()
|