Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
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Paula Derrenger 2024-11-21 23:51:37 +01:00 committed by GitHub
parent 77c3c0aaac
commit d670bcc2b9
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8 changed files with 32 additions and 44 deletions

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@ -80,37 +80,33 @@ class ObjectCounter(BaseSolution):
else: # Moving left
self.out_count += 1
self.classwise_counts[self.names[cls]]["OUT"] += 1
else:
# Horizontal region: Compare y-coordinates to determine direction
if current_centroid[1] > prev_position[1]: # Moving downward
self.in_count += 1
self.classwise_counts[self.names[cls]]["IN"] += 1
else: # Moving upward
self.out_count += 1
self.classwise_counts[self.names[cls]]["OUT"] += 1
# Horizontal region: Compare y-coordinates to determine direction
elif current_centroid[1] > prev_position[1]: # Moving downward
self.in_count += 1
self.classwise_counts[self.names[cls]]["IN"] += 1
else: # Moving upward
self.out_count += 1
self.classwise_counts[self.names[cls]]["OUT"] += 1
self.counted_ids.append(track_id)
elif len(self.region) > 2: # Polygonal region
polygon = self.Polygon(self.region)
if polygon.contains(self.Point(current_centroid)):
# Determine motion direction for vertical or horizontal polygons
region_width = max([p[0] for p in self.region]) - min([p[0] for p in self.region])
region_height = max([p[1] for p in self.region]) - min([p[1] for p in self.region])
region_width = max(p[0] for p in self.region) - min(p[0] for p in self.region)
region_height = max(p[1] for p in self.region) - min(p[1] for p in self.region)
if region_width < region_height: # Vertical-oriented polygon
if current_centroid[0] > prev_position[0]: # Moving right
self.in_count += 1
self.classwise_counts[self.names[cls]]["IN"] += 1
else: # Moving left
self.out_count += 1
self.classwise_counts[self.names[cls]]["OUT"] += 1
else: # Horizontal-oriented polygon
if current_centroid[1] > prev_position[1]: # Moving downward
self.in_count += 1
self.classwise_counts[self.names[cls]]["IN"] += 1
else: # Moving upward
self.out_count += 1
self.classwise_counts[self.names[cls]]["OUT"] += 1
if (
region_width < region_height
and current_centroid[0] > prev_position[0]
or region_width >= region_height
and current_centroid[1] > prev_position[1]
): # Moving right
self.in_count += 1
self.classwise_counts[self.names[cls]]["IN"] += 1
else: # Moving left
self.out_count += 1
self.classwise_counts[self.names[cls]]["OUT"] += 1
self.counted_ids.append(track_id)
def store_classwise_counts(self, cls):