feat: Add surface generation and media handling

- Implemented surface generation functionality in `surface.py`, including geometry estimation and texture writing.
- Introduced media input handling in `input.py`, supporting image and video frame extraction.
- Added model management for geometry adapters in `models/__init__.py`.
- Created BEN2 and DA3 model inference logic in `ben2.py` and `da3.py`, respectively.
- Developed ONNX model inference utilities for BEN2 and DA3 in `onnx_ben2.py` and `onnx_da3.py`.
- Added support for MoGe-2 model inference in `moge2.py` with necessary ONNX utilities.
- Implemented output handling for depth and surface data in `depth.py` and `surface.py`.
- Created debug output utilities for DA3 and MoGe-2 predictions in `debug_da3.py` and `debug_moge2.py`.
- Enhanced ONNX runtime session management in `onnx_runtime.py`.
- Updated `__init__.py` files to include new modules and functions for better organization.

tools/build_geometry_nodes_asset.py

@@ -381,6 +381,15 @@ def build_group(
     )
     geometry_input_socket.structure_type = "SINGLE"
 
+    remesh_iterations = new_socket(
+        interface,
+        "Iterations",
+        "INPUT",
+        "NodeSocketInt",
+    )
+    remesh_iterations.default_value = 2
+    remesh_iterations.min_value = 0
+    remesh_iterations.max_value = 8
     resolution = new_socket(
         interface,
         "Resolution",
@@ -390,15 +399,6 @@ def build_group(
     resolution.default_value = 0.1
     resolution.min_value = 0.000001
     resolution.subtype = "DISTANCE"
-    remesh_iterations = new_socket(
-        interface,
-        "Relax Iterations",
-        "INPUT",
-        "NodeSocketInt",
-    )
-    remesh_iterations.default_value = 2
-    remesh_iterations.min_value = 1
-    remesh_iterations.max_value = 8
     smooth_amount = new_socket(
         interface,
         "Smooth",
@@ -485,7 +485,7 @@ def build_group(
     remesh_input = new_group_input(
         nodes,
         (-100.0, -500.0),
-        {"Resolution", "Relax Iterations", "Smooth"},
+        {"Resolution", "Iterations", "Smooth"},
     )
     topology_input = new_group_input(nodes, (350.0, -700.0), {"Fix Topology"})
     island_input = new_group_input(nodes, (3400.0, 100.0), {"Resolution"})
@@ -497,7 +497,7 @@ def build_group(
     if include_confidence:
         confidence_attribute = nodes.new("GeometryNodeInputNamedAttribute")
         confidence_attribute.data_type = "FLOAT"
-        confidence_attribute.inputs["Name"].default_value = "o_face_confidence"
+        confidence_attribute.inputs["Name"].default_value = "o_confidence"
         confidence_attribute.location = (-1800.0, 600.0)
         confidence_scale = nodes.new("ShaderNodeMath")
         confidence_scale.operation = "MULTIPLY"
@@ -595,7 +595,7 @@ def build_group(
         group,
         culled_geometry,
         remesh_input.outputs["Resolution"],
-        remesh_input.outputs["Relax Iterations"],
+        remesh_input.outputs["Iterations"],
         topology_input.outputs["Fix Topology"],
         remesh_input.outputs["Smooth"],
         (-300.0, 100.0),