nbv_sim/src/active_grasp/baselines.py
2024-10-13 05:34:35 -05:00

38 lines
1.1 KiB
Python

import numpy as np
from .policy import SingleViewPolicy, MultiViewPolicy, compute_error
class InitialView(SingleViewPolicy):
def update(self, img, seg, target_id, x, q):
self.x_d = x
super().update(img, seg, target_id, x, q)
class TopView(SingleViewPolicy):
def activate(self, bbox, view_sphere):
super().activate(bbox, view_sphere)
self.x_d = self.view_sphere.get_view(0.0, 0.0)
self.done = False if self.solve_cam_ik(self.q0, self.x_d) else True
class TopTrajectory(MultiViewPolicy):
def activate(self, bbox, view_sphere):
super().activate(bbox, view_sphere)
self.x_d = self.view_sphere.get_view(0.0, 0.0)
self.done = False if self.solve_cam_ik(self.q0, self.x_d) else True
def update(self, img, seg, target_id, x, q):
self.integrate(img, x, q)
linear, _ = compute_error(self.x_d, x)
if np.linalg.norm(linear) < 0.02:
self.done = True
class FixedTrajectory(MultiViewPolicy):
def activate(self, bbox, view_sphere):
pass
def update(self, img, seg, target_id, x, q):
pass