updating capsule to consist of hemispheres instead of spheres
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@@ -6,7 +6,7 @@ import exporter
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if __name__ == "__main__":
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# load a model to mujoco
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m = mujoco.MjModel.from_xml_path("/Users/abhishek/Documents/research/mujoco/model/car/car.xml")
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m = mujoco.MjModel.from_xml_path("/Users/abhishek/Documents/research/mujoco/model/humanoid/humanoid.xml")
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d = mujoco.MjData(m)
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# create an instance of the USDExporter
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+60
-16
@@ -4,6 +4,30 @@ import pprint
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import numpy as np
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import open3d as o3d
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def create_hemisphere(
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radius: float,
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resolution: int = 20,
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theta_steps: int = 50,
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phi_steps: int = 50
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):
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points = []
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for i in range(phi_steps + 1):
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phi = np.pi / 2 * i / phi_steps
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for j in range(theta_steps + 1):
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theta = 2 * np.pi * j / theta_steps
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x = radius * np.sin(phi) * np.cos(theta)
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y = radius * np.sin(phi) * np.sin(theta)
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z = radius * np.cos(phi)
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points.append([x, y, z])
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pcd = o3d.geometry.PointCloud()
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pcd.points = o3d.utility.Vector3dVector(points)
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mesh = pcd.compute_convex_hull()[0]
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return mesh
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def mesh_config_generator(
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name: str,
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geom_type: mujoco.mjtGeom,
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@@ -29,19 +53,22 @@ def mesh_config_generator(
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}
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elif geom_type == mujoco.mjtGeom.mjGEOM_CAPSULE:
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cylinder = mesh_config_generator(name, mujoco.mjtGeom.mjGEOM_CYLINDER, size)
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left_sphere = mesh_config_generator(name, mujoco.mjtGeom.mjGEOM_SPHERE, size)
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right_sphere = copy.deepcopy(left_sphere)
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left_sphere["sphere"]["transform"] = {
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"translate": (0, 0, -size[2])
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}
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right_sphere["sphere"]["transform"] = {
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"translate": (0, 0, size[2])
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}
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return {
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"name": name,
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"cylinder": cylinder["cylinder"],
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"left_sphere": left_sphere["sphere"],
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"right_sphere": right_sphere["sphere"],
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"left_hemisphere": {
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"radius": size[0],
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"transform": {
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"translate": (0, 0, -size[2]),
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"rotate": (np.pi, 0, 0)
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}
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},
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"right_hemisphere": {
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"radius": size[0],
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"transform": {
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"translate": (0, 0, size[2])
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}
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},
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}
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elif geom_type == mujoco.mjtGeom.mjGEOM_ELLIPSOID:
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sphere = mesh_config_generator(name, mujoco.mjtGeom.mjGEOM_SPHERE, [1.0])
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@@ -94,6 +121,10 @@ def mesh_generator(
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create_uv_map=True,
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map_texture_to_each_face=True,
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)
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elif "hemisphere" in shape:
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prim_mesh = create_hemisphere(
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radius=mesh_config[shape]["radius"]
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)
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elif "sphere" in shape:
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prim_mesh = o3d.geometry.TriangleMesh.create_sphere(
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radius=mesh_config[shape]["radius"],
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@@ -107,12 +138,25 @@ def mesh_generator(
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)
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if "transform" in config:
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for transform, val in config["transform"].items():
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if transform == "translate":
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prim_mesh.translate(val)
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if transform == "scale":
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prim_mesh.vertices = o3d.utility.Vector3dVector(
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np.asarray(prim_mesh.vertices) * np.array(val))
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if "rotate" in config["transform"]:
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R = mesh.get_rotation_matrix_from_xyz(config["transform"]["rotate"])
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prim_mesh.rotate(R, center=(0, 0, 0))
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if "scale" in config["transform"]:
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prim_mesh.vertices = o3d.utility.Vector3dVector(
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np.asarray(prim_mesh.vertices) * np.array(config["transform"]["scale"]))
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if "translate" in config["transform"]:
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prim_mesh.translate(config["transform"]["translate"])
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# for transform, val in config["transform"].items():
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# if transform == "translate":
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# prim_mesh.translate(val)
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# elif transform == "scale":
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# prim_mesh.vertices = o3d.utility.Vector3dVector(
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# np.asarray(prim_mesh.vertices) * np.array(val))
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# elif transform == "rotate":
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# R = mesh.get_rotation_matrix_from_xyz(val)
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# prim_mesh.rotate(R, center=(0, 0, 0))
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if not mesh:
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mesh = prim_mesh
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@@ -0,0 +1,43 @@
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import open3d as o3d
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import numpy as np
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import open3d as o3d
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import numpy as np
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# Define parameters
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radius = 1.0 # Radius of the hemisphere
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resolution = 20 # Number of points per circle
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theta_steps = 20 # Number of vertical steps (slices)
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phi_steps = 20 # Number of horizontal steps
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# Generate points for the hemisphere
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points = []
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for i in range(phi_steps + 1):
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phi = np.pi / 2 * i / phi_steps
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for j in range(theta_steps + 1):
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theta = 2 * np.pi * j / theta_steps
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x = radius * np.sin(phi) * np.cos(theta)
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y = radius * np.sin(phi) * np.sin(theta)
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z = radius * np.cos(phi)
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points.append([x, y, z])
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# Create Open3D point cloud
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pcd = o3d.geometry.PointCloud()
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pcd.points = o3d.utility.Vector3dVector(points)
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# Convert point cloud to mesh - alpha
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# mesh = o3d.geometry.TriangleMesh.create_from_point_cloud_alpha_shape(pcd, alpha=10)
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# Convert point cloud to mesh - ball pivoting
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# radii = [0.005, 0.01, 0.02, 0.04]
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# pcd.estimate_normals(
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# search_param=o3d.geometry.KDTreeSearchParamHybrid(radius=1, max_nn=30))
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# mesh = o3d.geometry.TriangleMesh.create_from_point_cloud_ball_pivoting(
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# pcd, o3d.utility.DoubleVector(radii)
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# )
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# Visualize the mesh
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o3d.visualization.draw_geometries([mesh])
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# Visualize the point cloud
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# o3d.visualization.draw_geometries([pcd])
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