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call the restart function and handle errors better in the detection process

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Blake Blackshear 2020-03-01 18:42:52 -06:00
parent 2768e1dadb
commit c80137e059
2 changed files with 8 additions and 4 deletions
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1
detect_objects.py
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@ -76,6 +76,7 @@ class CameraWatchdog(threading.Thread):
if (self.tflite_process.detection_start.value > 0.0 and
datetime.datetime.now().timestamp() - self.tflite_process.detection_start.value > 10):
print("Detection appears to be stuck. Restarting detection process")
self.tflite_process.start_or_restart()
time.sleep(30)
for name, camera_process in self.camera_processes.items():

11
frigate/edgetpu.py
View File

@ -71,16 +71,19 @@ def run_detector(detection_queue, avg_speed, start):
object_id_str = detection_queue.get()
object_id_hash = hashlib.sha1(str.encode(object_id_str))
object_id = plasma.ObjectID(object_id_hash.digest())
object_id_out = plasma.ObjectID(hashlib.sha1(str.encode(f"out-{object_id_str}")).digest())
input_frame = plasma_client.get(object_id, timeout_ms=0)
start.value = datetime.datetime.now().timestamp()
if input_frame is plasma.ObjectNotAvailable:
plasma_client.put(np.zeros((20,6), np.float32), object_id_out)
continue
# detect and put the output in the plasma store
object_id_out = hashlib.sha1(str.encode(f"out-{object_id_str}")).digest()
plasma_client.put(object_detector.detect_raw(input_frame), plasma.ObjectID(object_id_out))
start.value = datetime.datetime.now().timestamp()
plasma_client.put(object_detector.detect_raw(input_frame), object_id_out)
duration = datetime.datetime.now().timestamp()-start.value
start.value = 0.0
avg_speed.value = (avg_speed.value*9 + duration)/10
class EdgeTPUProcess():