add the ability to mask the standing location of a person

This commit is contained in:
blakeblackshear
2019-04-14 11:58:02 -05:00
parent 3e803b6a03
commit 4dacf02ef9
3 changed files with 17 additions and 21 deletions

View File

@@ -170,6 +170,13 @@ class Camera:
# start a thread to publish object scores (currently only person)
mqtt_publisher = MqttObjectPublisher(self.mqtt_client, self.mqtt_topic_prefix, self.objects_parsed, self.detected_objects)
mqtt_publisher.start()
# load in the mask for person detection
if 'mask' in self.config:
self.mask = cv2.imread("/config/{}".format(self.config['mask']), cv2.IMREAD_GRAYSCALE)
else:
self.mask = np.zeros((self.frame_shape[0], self.frame_shape[1], 1), np.uint8)
self.mask[:] = 255
def start(self):
self.capture_process.start()
@@ -206,6 +213,15 @@ class Camera:
# detected person, don't add it to detected objects
if region and region['min_person_area'] > person_area:
continue
# compute the coordinates of the person and make sure
# the location isnt outide the bounds of the image (can happen from rounding)
y_location = min(int(obj['ymax']), len(self.mask)-1)
x_location = min(int((obj['xmax']-obj['xmin'])/2.0), len(self.mask[0])-1)
# if the person is in a masked location, continue
if self.mask[y_location][x_location] == [0]:
continue
self.detected_objects.append(obj)