#!/usr/bin/env python3 """ Copyright (c) 2019, rav4kumar, Rick Lan, dragonpilot community, and a number of other of contributors. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, and/or sublicense, for non-commercial purposes only, subject to the following conditions: - The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. - Commercial use (e.g. use in a product, service, or activity intended to generate revenue) is prohibited without explicit written permission from the copyright holder. THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. """ import numpy as np NEARSIDE_PROB = 0.2 EDGE_PROB = 0.35 class RoadEdgeDetector: def __init__(self, enabled = False): self._is_enabled = enabled self.left_edge_detected = False self.right_edge_detected = False def update(self, road_edge_stds, lane_line_probs): if not self._is_enabled: return left_road_edge_prob = np.clip(1.0 - road_edge_stds[0], 0.0, 1.0) left_lane_nearside_prob = lane_line_probs[0] right_road_edge_prob = np.clip(1.0 - road_edge_stds[1], 0.0, 1.0) right_lane_nearside_prob = lane_line_probs[3] self.left_edge_detected = bool( left_road_edge_prob > EDGE_PROB and left_lane_nearside_prob < NEARSIDE_PROB and right_lane_nearside_prob >= left_lane_nearside_prob ) self.right_edge_detected = bool( right_road_edge_prob > EDGE_PROB and right_lane_nearside_prob < NEARSIDE_PROB and left_lane_nearside_prob >= right_lane_nearside_prob ) def set_enabled(self, enabled): self._is_enabled = enabled def is_enabled(self): return self._is_enabled