updating capsule to consist of hemispheres instead of spheres

This commit is contained in:
Abhishek Joshi
2024-04-10 12:00:05 -05:00
parent f1fa9c0b8b
commit 87a7da6cf0
3 changed files with 104 additions and 17 deletions
+1 -1
View File
@@ -6,7 +6,7 @@ import exporter
if __name__ == "__main__":
# load a model to mujoco
m = mujoco.MjModel.from_xml_path("/Users/abhishek/Documents/research/mujoco/model/car/car.xml")
m = mujoco.MjModel.from_xml_path("/Users/abhishek/Documents/research/mujoco/model/humanoid/humanoid.xml")
d = mujoco.MjData(m)
# create an instance of the USDExporter
+60 -16
View File
@@ -4,6 +4,30 @@ import pprint
import numpy as np
import open3d as o3d
def create_hemisphere(
radius: float,
resolution: int = 20,
theta_steps: int = 50,
phi_steps: int = 50
):
points = []
for i in range(phi_steps + 1):
phi = np.pi / 2 * i / phi_steps
for j in range(theta_steps + 1):
theta = 2 * np.pi * j / theta_steps
x = radius * np.sin(phi) * np.cos(theta)
y = radius * np.sin(phi) * np.sin(theta)
z = radius * np.cos(phi)
points.append([x, y, z])
pcd = o3d.geometry.PointCloud()
pcd.points = o3d.utility.Vector3dVector(points)
mesh = pcd.compute_convex_hull()[0]
return mesh
def mesh_config_generator(
name: str,
geom_type: mujoco.mjtGeom,
@@ -29,19 +53,22 @@ def mesh_config_generator(
}
elif geom_type == mujoco.mjtGeom.mjGEOM_CAPSULE:
cylinder = mesh_config_generator(name, mujoco.mjtGeom.mjGEOM_CYLINDER, size)
left_sphere = mesh_config_generator(name, mujoco.mjtGeom.mjGEOM_SPHERE, size)
right_sphere = copy.deepcopy(left_sphere)
left_sphere["sphere"]["transform"] = {
"translate": (0, 0, -size[2])
}
right_sphere["sphere"]["transform"] = {
"translate": (0, 0, size[2])
}
return {
"name": name,
"cylinder": cylinder["cylinder"],
"left_sphere": left_sphere["sphere"],
"right_sphere": right_sphere["sphere"],
"left_hemisphere": {
"radius": size[0],
"transform": {
"translate": (0, 0, -size[2]),
"rotate": (np.pi, 0, 0)
}
},
"right_hemisphere": {
"radius": size[0],
"transform": {
"translate": (0, 0, size[2])
}
},
}
elif geom_type == mujoco.mjtGeom.mjGEOM_ELLIPSOID:
sphere = mesh_config_generator(name, mujoco.mjtGeom.mjGEOM_SPHERE, [1.0])
@@ -94,6 +121,10 @@ def mesh_generator(
create_uv_map=True,
map_texture_to_each_face=True,
)
elif "hemisphere" in shape:
prim_mesh = create_hemisphere(
radius=mesh_config[shape]["radius"]
)
elif "sphere" in shape:
prim_mesh = o3d.geometry.TriangleMesh.create_sphere(
radius=mesh_config[shape]["radius"],
@@ -107,12 +138,25 @@ def mesh_generator(
)
if "transform" in config:
for transform, val in config["transform"].items():
if transform == "translate":
prim_mesh.translate(val)
if transform == "scale":
prim_mesh.vertices = o3d.utility.Vector3dVector(
np.asarray(prim_mesh.vertices) * np.array(val))
if "rotate" in config["transform"]:
R = mesh.get_rotation_matrix_from_xyz(config["transform"]["rotate"])
prim_mesh.rotate(R, center=(0, 0, 0))
if "scale" in config["transform"]:
prim_mesh.vertices = o3d.utility.Vector3dVector(
np.asarray(prim_mesh.vertices) * np.array(config["transform"]["scale"]))
if "translate" in config["transform"]:
prim_mesh.translate(config["transform"]["translate"])
# for transform, val in config["transform"].items():
# if transform == "translate":
# prim_mesh.translate(val)
# elif transform == "scale":
# prim_mesh.vertices = o3d.utility.Vector3dVector(
# np.asarray(prim_mesh.vertices) * np.array(val))
# elif transform == "rotate":
# R = mesh.get_rotation_matrix_from_xyz(val)
# prim_mesh.rotate(R, center=(0, 0, 0))
if not mesh:
mesh = prim_mesh
+43
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@@ -0,0 +1,43 @@
import open3d as o3d
import numpy as np
import open3d as o3d
import numpy as np
# Define parameters
radius = 1.0 # Radius of the hemisphere
resolution = 20 # Number of points per circle
theta_steps = 20 # Number of vertical steps (slices)
phi_steps = 20 # Number of horizontal steps
# Generate points for the hemisphere
points = []
for i in range(phi_steps + 1):
phi = np.pi / 2 * i / phi_steps
for j in range(theta_steps + 1):
theta = 2 * np.pi * j / theta_steps
x = radius * np.sin(phi) * np.cos(theta)
y = radius * np.sin(phi) * np.sin(theta)
z = radius * np.cos(phi)
points.append([x, y, z])
# Create Open3D point cloud
pcd = o3d.geometry.PointCloud()
pcd.points = o3d.utility.Vector3dVector(points)
# Convert point cloud to mesh - alpha
# mesh = o3d.geometry.TriangleMesh.create_from_point_cloud_alpha_shape(pcd, alpha=10)
# Convert point cloud to mesh - ball pivoting
# radii = [0.005, 0.01, 0.02, 0.04]
# pcd.estimate_normals(
# search_param=o3d.geometry.KDTreeSearchParamHybrid(radius=1, max_nn=30))
# mesh = o3d.geometry.TriangleMesh.create_from_point_cloud_ball_pivoting(
# pcd, o3d.utility.DoubleVector(radii)
# )
# Visualize the mesh
o3d.visualization.draw_geometries([mesh])
# Visualize the point cloud
# o3d.visualization.draw_geometries([pcd])