from lib.kits.basic import * from lib.body_models.skel_utils.limits import SKEL_LIM_QID2IDX, SKEL_LIM_BOUNDS qids_cfg = { 'l_knee': [13], 'r_knee': [6], 'l_elbow': [42, 43], 'r_elbow': [32, 33], } def eval_rot_delta(poses, tol_deg=5): tol_rad = np.deg2rad(tol_deg) res = {} for part in qids_cfg: qids = qids_cfg[part] violation_part = poses.new_zeros(poses.shape[0], len(qids)) for i, qid in enumerate(qids): idx = SKEL_LIM_QID2IDX[qid] ea = poses[:, qid] ea = (ea + np.pi) % (2 * np.pi) - np.pi # Normalize to (-pi, pi) exceed_lb = torch.where( ea < SKEL_LIM_BOUNDS[idx][0] - tol_rad, ea - SKEL_LIM_BOUNDS[idx][0] + tol_rad, 0 ) exceed_ub = torch.where( ea > SKEL_LIM_BOUNDS[idx][1] + tol_rad, ea - SKEL_LIM_BOUNDS[idx][1] - tol_rad, 0 ) violation_part[:, i] = exceed_lb.abs() + exceed_ub.abs() res[part] = violation_part return res