58 lines
2.3 KiB
Python
58 lines
2.3 KiB
Python
#!/usr/bin/env python3
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"""
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Copyright (c) 2019, rav4kumar, Rick Lan, dragonpilot community, and a number of other of contributors.
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, and/or sublicense,
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for non-commercial purposes only, subject to the following conditions:
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- The above copyright notice and this permission notice shall be included in
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all copies or substantial portions of the Software.
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- Commercial use (e.g. use in a product, service, or activity intended to
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generate revenue) is prohibited without explicit written permission from
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the copyright holder.
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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.
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"""
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import numpy as np
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NEARSIDE_PROB = 0.2
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EDGE_PROB = 0.35
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class RoadEdgeDetector:
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def __init__(self, enabled = False):
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self._is_enabled = enabled
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self.left_edge_detected = False
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self.right_edge_detected = False
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def update(self, road_edge_stds, lane_line_probs):
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if not self._is_enabled:
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return
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left_road_edge_prob = np.clip(1.0 - road_edge_stds[0], 0.0, 1.0)
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left_lane_nearside_prob = lane_line_probs[0]
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right_road_edge_prob = np.clip(1.0 - road_edge_stds[1], 0.0, 1.0)
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right_lane_nearside_prob = lane_line_probs[3]
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self.left_edge_detected = bool(
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left_road_edge_prob > EDGE_PROB and
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left_lane_nearside_prob < NEARSIDE_PROB and
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right_lane_nearside_prob >= left_lane_nearside_prob
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)
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self.right_edge_detected = bool(
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right_road_edge_prob > EDGE_PROB and
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right_lane_nearside_prob < NEARSIDE_PROB and
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left_lane_nearside_prob >= right_lane_nearside_prob
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)
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def set_enabled(self, enabled):
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self._is_enabled = enabled
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def is_enabled(self):
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return self._is_enabled
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