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import gradio as gr
import os
from Anymate.args import ui_args
from Anymate.utils.ui_utils import process_input, vis_joint, vis_connectivity, vis_skinning, prepare_blender_file
from Anymate.utils.ui_utils import get_model, get_result_joint, get_result_connectivity, get_result_skinning, get_all_models, get_all_results
with gr.Blocks() as demo:
gr.Markdown("""
# Anymate: Auto-rigging 3D Objects
""")
pc = gr.State(value=None)
normalized_mesh_file = gr.State(value=None)
result_joint = gr.State(value=None)
result_connectivity = gr.State(value=None)
result_skinning = gr.State(value=None)
model_joint = gr.State(value=None)
model_connectivity = gr.State(value=None)
model_skinning = gr.State(value=None)
with gr.Row():
with gr.Column():
# Input section
gr.Markdown("### Input")
mesh_input = gr.Model3D(label="Input 3D Mesh", clear_color=[0.0, 0.0, 0.0, 0.0])
# Sample 3D objects section
gr.Markdown("### Sample Objects")
sample_objects_dir = './samples'
sample_objects = [os.path.join(sample_objects_dir, f) for f in os.listdir(sample_objects_dir)
if f.endswith('.obj') and os.path.isfile(os.path.join(sample_objects_dir, f))]
sample_objects.sort()
sample_dropdown = gr.Dropdown(
label="Select Sample Object",
choices=sample_objects,
interactive=True
)
load_sample_btn = gr.Button("Load Sample")
with gr.Column():
# Output section
gr.Markdown("### Output (wireframe display mode)")
mesh_output = gr.Model3D(label="Output 3D Mesh", clear_color=[0.0, 0.0, 0.0, 0.0], display_mode="wireframe")
with gr.Column():
# Output section
gr.Markdown("### (solid display mode & blender file)")
mesh_output2 = gr.Model3D(label="Output 3D Mesh", clear_color=[0.0, 0.0, 0.0, 0.0], display_mode="solid")
blender_file = gr.File(label="Output Blender File", scale=1)
# Checkpoint paths
joint_models_dir = 'Anymate/checkpoints/joint'
joint_models = [os.path.join(joint_models_dir, f) for f in os.listdir(joint_models_dir)
if os.path.isfile(os.path.join(joint_models_dir, f))]
with gr.Row():
joint_checkpoint = gr.Dropdown(
label="Joint Checkpoint",
choices=joint_models,
value=ui_args.checkpoint_joint,
interactive=True
)
joint_status = gr.Checkbox(label="Joint Model Status", value=False, interactive=False, scale=0.3)
# with gr.Column():
# with gr.Row():
# load_joint_btn = gr.Button("Load", scale=0.3)
# process_joint_btn = gr.Button("Process", scale=0.3)
conn_models_dir = 'Anymate/checkpoints/conn'
conn_models = [os.path.join(conn_models_dir, f) for f in os.listdir(conn_models_dir)
if os.path.isfile(os.path.join(conn_models_dir, f))]
with gr.Row():
conn_checkpoint = gr.Dropdown(
label="Connection Checkpoint",
choices=conn_models,
value=ui_args.checkpoint_conn,
interactive=True
)
conn_status = gr.Checkbox(label="Connectivity Model Status", value=False, interactive=False, scale=0.3)
# with gr.Column():
# with gr.Row():
# load_conn_btn = gr.Button("Load", scale=0.3)
# process_conn_btn = gr.Button("Process", scale=0.3)
skin_models_dir = 'Anymate/checkpoints/skin'
skin_models = [os.path.join(skin_models_dir, f) for f in os.listdir(skin_models_dir)
if os.path.isfile(os.path.join(skin_models_dir, f))]
with gr.Row():
skin_checkpoint = gr.Dropdown(
label="Skin Checkpoint",
choices=skin_models,
value=ui_args.checkpoint_skin,
interactive=True
)
skin_status = gr.Checkbox(label="Skinning Model Status", value=False, interactive=False, scale=0.3)
# with gr.Column():
# with gr.Row():
# load_skin_btn = gr.Button("Load", scale=0.3)
# process_skin_btn = gr.Button("Process", scale=0.3)
with gr.Row():
load_all_btn = gr.Button("Load all models", scale=1)
process_all_btn = gr.Button("Run all models", scale=1)
# download_btn = gr.DownloadButton("Blender File Not Ready", scale=0.3)
# blender_file = gr.File(label="Blender File", scale=1)
eps = gr.Number(label="Epsilon", value=0.03, interactive=True)
min_samples = gr.Number(label="Min Samples", value=1, interactive=True)
mesh_input.change(
process_input,
inputs=mesh_input,
outputs=[normalized_mesh_file, mesh_output, mesh_output2, blender_file, pc, result_joint, result_connectivity, result_skinning]
)
load_sample_btn.click(
fn=lambda sample_path: sample_path if sample_path else None,
inputs=[sample_dropdown],
outputs=[mesh_input]
).then(
process_input,
inputs=mesh_input,
outputs=[normalized_mesh_file, mesh_output, mesh_output2, blender_file, pc, result_joint, result_connectivity, result_skinning]
)
normalized_mesh_file.change(
lambda x: x,
inputs=normalized_mesh_file,
outputs=mesh_input
)
result_joint.change(
vis_joint,
inputs=[normalized_mesh_file, result_joint],
outputs=[mesh_output, mesh_output2]
)
result_connectivity.change(
vis_connectivity,
inputs=[normalized_mesh_file, result_joint, result_connectivity],
outputs=[mesh_output, mesh_output2]
)
result_skinning.change(
vis_skinning,
inputs=[normalized_mesh_file, result_joint, result_connectivity, result_skinning],
outputs=[mesh_output, mesh_output2]
)
result_skinning.change(
prepare_blender_file,
inputs=[normalized_mesh_file],
outputs=blender_file
)
joint_checkpoint.change(
get_model,
inputs=joint_checkpoint,
outputs=[model_joint, joint_status]
)
conn_checkpoint.change(
get_model,
inputs=conn_checkpoint,
outputs=[model_connectivity, conn_status]
)
skin_checkpoint.change(
get_model,
inputs=skin_checkpoint,
outputs=[model_skinning, skin_status]
)
load_all_btn.click(
get_all_models,
inputs=[joint_checkpoint, conn_checkpoint, skin_checkpoint],
outputs=[model_joint, model_connectivity, model_skinning, joint_status, conn_status, skin_status]
)
process_all_btn.click(
get_all_results,
inputs=[normalized_mesh_file, model_joint, model_connectivity, model_skinning, pc, eps, min_samples],
outputs=[result_joint, result_connectivity, result_skinning]
)
# load_joint_btn.click(
# fn=get_model,
# inputs=joint_checkpoint,
# outputs=[model_joint, joint_status]
# )
# load_conn_btn.click(
# fn=get_model,
# inputs=conn_checkpoint,
# outputs=[model_connectivity, conn_status]
# )
# load_skin_btn.click(
# fn=get_model,
# inputs=skin_checkpoint,
# outputs=[model_skinning, skin_status]
# )
# process_joint_btn.click(
# fn=get_result_joint,
# inputs=[normalized_mesh_file, model_joint, pc, eps, min_samples],
# outputs=result_joint
# )
# process_conn_btn.click(
# fn=get_result_connectivity,
# inputs=[normalized_mesh_file, model_connectivity, pc, result_joint],
# outputs=result_connectivity
# )
# process_skin_btn.click(
# fn=get_result_skinning,
# inputs=[normalized_mesh_file, model_skinning, pc, result_joint, result_connectivity],
# outputs=result_skinning
# )
if __name__ == "__main__":
demo.launch()
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