feat: migrate from face detection to HOG person detection

This commit is contained in:
2026-01-21 11:39:32 +01:00
parent cae56c40cc
commit b68fa2614e
7 changed files with 158 additions and 1987 deletions

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@@ -10,7 +10,7 @@ from collections import defaultdict
class ZoneTracker:
def __init__(self, frame_width, entry_zone_percent=0.4, exit_zone_percent=0.4,
cooldown_seconds=2.0, center_buffer_percent=0.1):
cooldown_seconds=4.0, center_buffer_percent=0.1):
"""
Initialize the zone tracker.
@@ -97,8 +97,8 @@ class ZoneTracker:
Returns:
face_id if matched, None if new face
"""
max_distance = 100 # Maximum pixel distance to consider it the same face
max_size_diff = 50 # Maximum size difference to consider it the same face
max_distance = 150 # Maximum pixel distance to consider it the same face
max_size_diff = 100 # Maximum size difference to consider it the same face
for face_id, face_data in self.tracked_faces.items():
# Skip if face hasn't been seen recently (within last 2 seconds)