from ssg_data.dictionary import always_supported, hanging import ssg_utils as utils def is_supported(target_obj, obj, camera_angle, radius_range = 0.1, threshold_of_z_rate=0.8): z_min = obj.z_min z_max = obj.z_max tz_max = target_obj.z_max tz_min = target_obj.z_min # overlap of z diff_z = z_min - tz_max height = z_max - z_min z_rate = abs(diff_z) / height # must be larger if not utils.get_Poly_Area(target_obj.bottom_rect[:, 0:2]) > utils.get_Poly_Area(obj.bottom_rect[:, 0:2]): return False if target_obj.label == 'floor': if not z_min < tz_max: return False else: # must be higher # if tz_max > z_max: # return False if z_min > (tz_max*0.05 if tz_max > 0 else tz_max*0.95): # floating return False if z_min < tz_min: return False if not diff_z < height*0.2: return False # must be centered center = obj.position if not utils.if_inPoly(target_obj.bottom_rect, center): return False if target_obj.label == 'floor': return 'support_express' else: if z_rate < threshold_of_z_rate : return 'support_express' elif z_rate >= threshold_of_z_rate and z_rate < 0.95: return 'embed_express' else: return 'inside_express' def optimaze_support_loops(support_relations_dict): relationships = [] for obj_id, tgts in support_relations_dict.items(): if len(tgts)>1: positions = [tgt.position[2] for tgt in tgts] hightest_tgt_inedx = positions.index(max(positions)) hightest_tgt = tgts[hightest_tgt_inedx] relationships.append(utils.generate_relation(hightest_tgt.id, obj_id, 'support')) else: relationships.append(utils.generate_relation(tgts[0].id, obj_id, 'support')) return relationships def cal_support_relations(ObjNode_list, camera_angle): support_relations_dict = {} embedded_relationships = [] hanging_objs = {} for target_obj_id in ObjNode_list: target_obj = ObjNode_list[target_obj_id] for obj_id in ObjNode_list: obj = ObjNode_list[obj_id] if target_obj.id == obj.id: continue if target_obj.label in always_supported or obj.label in always_supported: continue if target_obj.label in hanging or obj.label in hanging: continue is_support = is_supported(target_obj, obj, camera_angle) if is_support: if is_support in ['embed_express', 'inside_express']: embedded_relationships.append(utils.generate_relation(target_obj.id, obj.id, is_support)) else: if obj.id not in support_relations_dict: support_relations_dict[obj.id] = [target_obj] else: support_relations_dict[obj.id].append(target_obj) hanging_objs[obj.id] = 1 return optimaze_support_loops(support_relations_dict), embedded_relationships, hanging_objs