Files
posefit-server/tests/test_dead_bug_rules.py
T
wsy182 6dee2a2ff3 feat(exercise): 优化死虫式训练姿态检测算法
- 调整视频处理频率从每帧处理改为每2帧处理
- 添加膝角趋势平滑算法减少单帧抖动误判
- 改进对角伸展检测逻辑支持准备位手臂上举
- 优化状态机确保严格回到准备姿态才计数
- 添加姿态丢失时的候选帧清理机制
- 更新音频文件生成路径至resources目录
- 改进macOS音频生成使用AIFF格式提高质量
- 添加详细的帧处理日志输出间隔配置
2026-06-10 22:57:35 +08:00

106 lines
4.5 KiB
Python

from __future__ import annotations
from app.exercises.dead_bug.rules import detect_diagonal_extension, has_required_visibility, is_ready_position
from app.exercises.dead_bug.types import DeadBugMetrics, Point
class TestDeadBugRules:
"""死虫式规则函数单元测试"""
def _make_landmark(self, x=0.5, y=0.5, z=0.0, visibility=1.0):
"""创建测试用Point对象"""
return Point(x, y, z, visibility)
def _make_visible_landmarks(self):
"""创建33个全可见的测试用关键点"""
return [self._make_landmark() for _ in range(33)]
def test_has_required_visibility_all_visible(self):
"""测试:所有关键点可见时应返回True"""
lm = self._make_visible_landmarks()
indices = (11, 12, 13, 14, 15, 16, 23, 24, 25, 26, 27, 28)
assert has_required_visibility(lm, indices, 0.45)
def test_has_required_visibility_low(self):
"""测试:关键点可见度过低时应返回False"""
lm = self._make_visible_landmarks()
lm[11] = self._make_landmark(visibility=0.1)
indices = (11, 12, 13, 14, 15, 16, 23, 24, 25, 26, 27, 28)
assert not has_required_visibility(lm, indices, 0.45)
def test_detect_diagonal_extension_none(self):
"""测试:四肢均未伸展时应返回None"""
metrics = DeadBugMetrics(
left_arm_extended=False, right_arm_extended=False,
left_leg_extended=False, right_leg_extended=False,
left_elbow_angle=90, right_elbow_angle=90,
left_knee_angle=90, right_knee_angle=90,
feedback=[],
)
assert detect_diagonal_extension(metrics) is None
def test_detect_diagonal_extension_left_arm_right_leg(self):
"""测试:左臂+右腿对角伸展检测"""
metrics = DeadBugMetrics(
left_arm_extended=True, right_arm_extended=False,
left_leg_extended=False, right_leg_extended=True,
left_elbow_angle=160, right_elbow_angle=90,
left_knee_angle=90, right_knee_angle=160,
feedback=[],
)
assert detect_diagonal_extension(metrics) == "left_arm_right_leg"
def test_detect_diagonal_extension_allows_ready_arm_overlap(self):
"""测试:准备位双臂上举时,单腿对侧伸展仍应识别"""
metrics = DeadBugMetrics(
left_arm_extended=True, right_arm_extended=True,
left_leg_extended=False, right_leg_extended=True,
left_elbow_angle=160, right_elbow_angle=160,
left_knee_angle=90, right_knee_angle=160,
feedback=[],
)
assert detect_diagonal_extension(metrics) == "left_arm_right_leg"
def test_detect_diagonal_extension_rejects_both_legs(self):
"""测试:双腿同时伸展不应识别为可计数对角伸展"""
metrics = DeadBugMetrics(
left_arm_extended=True, right_arm_extended=True,
left_leg_extended=True, right_leg_extended=True,
left_elbow_angle=160, right_elbow_angle=160,
left_knee_angle=160, right_knee_angle=160,
feedback=[],
)
assert detect_diagonal_extension(metrics) is None
def test_is_ready_position(self):
"""测试:膝盖弯曲且四肢收缩应识别为准备姿态"""
metrics = DeadBugMetrics(
left_arm_extended=False, right_arm_extended=False,
left_leg_extended=False, right_leg_extended=False,
left_elbow_angle=90, right_elbow_angle=90,
left_knee_angle=100, right_knee_angle=100,
feedback=[],
)
assert is_ready_position(metrics)
def test_is_ready_allows_arms_extended(self):
"""测试:dead bug 准备位允许双臂上举"""
metrics = DeadBugMetrics(
left_arm_extended=True, right_arm_extended=True,
left_leg_extended=False, right_leg_extended=False,
left_elbow_angle=160, right_elbow_angle=160,
left_knee_angle=100, right_knee_angle=100,
feedback=[],
)
assert is_ready_position(metrics)
def test_is_not_ready_legs_extended(self):
"""测试:腿部伸展时不识别为准备姿态"""
metrics = DeadBugMetrics(
left_arm_extended=False, right_arm_extended=False,
left_leg_extended=True, right_leg_extended=False,
left_elbow_angle=90, right_elbow_angle=90,
left_knee_angle=100, right_knee_angle=100,
feedback=[],
)
assert not is_ready_position(metrics)