51 lines
2.2 KiB
Python
51 lines
2.2 KiB
Python
"""Tests for wildlife threat classification."""
|
|
|
|
from vigilar.config import WildlifeConfig, WildlifeThreatMap, WildlifeSizeHeuristics
|
|
from vigilar.detection.person import Detection
|
|
from vigilar.detection.wildlife import classify_wildlife_threat
|
|
|
|
|
|
def _make_config(**kwargs):
|
|
return WildlifeConfig(**kwargs)
|
|
|
|
|
|
class TestWildlifeThreatClassification:
|
|
def test_bear_is_predator(self):
|
|
cfg = _make_config()
|
|
d = Detection(class_name="bear", class_id=21, confidence=0.9, bbox=(100, 100, 200, 300))
|
|
level, species = classify_wildlife_threat(d, cfg, frame_area=1920 * 1080)
|
|
assert level == "PREDATOR"
|
|
assert species == "bear"
|
|
|
|
def test_bird_is_passive(self):
|
|
cfg = _make_config()
|
|
d = Detection(class_name="bird", class_id=14, confidence=0.8, bbox=(10, 10, 30, 20))
|
|
level, species = classify_wildlife_threat(d, cfg, frame_area=1920 * 1080)
|
|
assert level == "PASSIVE"
|
|
assert species == "bird"
|
|
|
|
def test_unknown_small_is_nuisance(self):
|
|
cfg = _make_config()
|
|
d = Detection(class_name="unknown", class_id=99, confidence=0.7, bbox=(100, 100, 30, 30))
|
|
level, species = classify_wildlife_threat(d, cfg, frame_area=1920 * 1080)
|
|
assert level == "NUISANCE"
|
|
assert species == "unknown"
|
|
|
|
def test_unknown_medium_is_predator(self):
|
|
cfg = _make_config()
|
|
d = Detection(class_name="unknown", class_id=99, confidence=0.7, bbox=(100, 100, 300, 300))
|
|
level, species = classify_wildlife_threat(d, cfg, frame_area=1920 * 1080)
|
|
assert level == "PREDATOR"
|
|
|
|
def test_unknown_large_is_passive(self):
|
|
cfg = _make_config()
|
|
d = Detection(class_name="unknown", class_id=99, confidence=0.7, bbox=(100, 100, 600, 500))
|
|
level, species = classify_wildlife_threat(d, cfg, frame_area=1920 * 1080)
|
|
assert level == "PASSIVE"
|
|
|
|
def test_custom_threat_map(self):
|
|
cfg = _make_config(threat_map=WildlifeThreatMap(predator=["bear", "wolf"]))
|
|
d = Detection(class_name="wolf", class_id=99, confidence=0.85, bbox=(100, 100, 200, 200))
|
|
level, _ = classify_wildlife_threat(d, cfg, frame_area=1920 * 1080)
|
|
assert level == "PREDATOR"
|