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3 Commits

Author SHA1 Message Date
Blake Blackshear
e5714f5fbc add missing optional comment in docs 2022-02-13 10:27:58 -06:00
Blake Blackshear
3be0b915ad deregister based on max_frames setting 2022-02-13 10:21:24 -06:00
Blake Blackshear
304ffa86e8 refactor stationary config into section 2022-02-13 10:21:24 -06:00
5 changed files with 75 additions and 21 deletions

View File

@@ -159,11 +159,23 @@ detect:
enabled: True
# Optional: Number of frames without a detection before frigate considers an object to be gone. (default: 5x the frame rate)
max_disappeared: 25
# Optional: Frequency for running detection on stationary objects (default: shown below)
# When set to 0, object detection will never be run on stationary objects. If set to 10, it will be run on every 10th frame.
stationary_interval: 0
# Optional: Number of frames without a position change for an object to be considered stationary (default: 10x the frame rate or 10s)
stationary_threshold: 50
# Optional: Configuration for stationary object tracking
stationary:
# Optional: Frequency for running detection on stationary objects (default: shown below)
# When set to 0, object detection will never be run on stationary objects. If set to 10, it will be run on every 10th frame.
interval: 0
# Optional: Number of frames without a position change for an object to be considered stationary (default: 10x the frame rate or 10s)
threshold: 50
# Optional: Define a maximum number of frames for tracking a stationary object (default: not set, track forever)
# This can help with false positives for objects that should only be stationary for a limited amount of time.
# It can also be used to disable stationary object tracking. For example, you may want to set a value for person, but leave
# car at the default.
max_frames:
# Optional: Default for all object types (default: not set, track forever)
default: 3000
# Optional: Object specific values
objects:
person: 1000
# Optional: Object configuration
# NOTE: Can be overridden at the camera level

View File

@@ -162,6 +162,29 @@ class RuntimeMotionConfig(MotionConfig):
extra = Extra.ignore
class StationaryMaxFramesConfig(FrigateBaseModel):
default: Optional[int] = Field(title="Default max frames.", ge=1)
objects: Dict[str, int] = Field(
default_factory=dict, title="Object specific max frames."
)
class StationaryConfig(FrigateBaseModel):
interval: Optional[int] = Field(
default=0,
title="Frame interval for checking stationary objects.",
ge=0,
)
threshold: Optional[int] = Field(
title="Number of frames without a position change for an object to be considered stationary",
ge=1,
)
max_frames: StationaryMaxFramesConfig = Field(
default_factory=StationaryMaxFramesConfig,
title="Max frames for stationary objects.",
)
class DetectConfig(FrigateBaseModel):
height: int = Field(default=720, title="Height of the stream for the detect role.")
width: int = Field(default=1280, title="Width of the stream for the detect role.")
@@ -172,14 +195,9 @@ class DetectConfig(FrigateBaseModel):
max_disappeared: Optional[int] = Field(
title="Maximum number of frames the object can dissapear before detection ends."
)
stationary_interval: Optional[int] = Field(
default=0,
title="Frame interval for checking stationary objects.",
ge=0,
)
stationary_threshold: Optional[int] = Field(
title="Number of frames without a position change for an object to be considered stationary",
ge=1,
stationary: StationaryConfig = Field(
default_factory=StationaryConfig,
title="Stationary objects config.",
)
@@ -772,8 +790,8 @@ class FrigateConfig(FrigateBaseModel):
# Default stationary_threshold configuration
stationary_threshold = camera_config.detect.fps * 10
if camera_config.detect.stationary_threshold is None:
camera_config.detect.stationary_threshold = stationary_threshold
if camera_config.detect.stationary.threshold is None:
camera_config.detect.stationary.threshold = stationary_threshold
# FFMPEG input substitution
for input in camera_config.ffmpeg.inputs:

View File

@@ -161,7 +161,7 @@ class TrackedObject:
# if the motionless_count reaches the stationary threshold
if (
self.obj_data["motionless_count"]
== self.camera_config.detect.stationary_threshold
== self.camera_config.detect.stationary.threshold
):
significant_change = True
@@ -194,7 +194,7 @@ class TrackedObject:
"area": self.obj_data["area"],
"region": self.obj_data["region"],
"stationary": self.obj_data["motionless_count"]
> self.camera_config.detect.stationary_threshold,
> self.camera_config.detect.stationary.threshold,
"motionless_count": self.obj_data["motionless_count"],
"position_changes": self.obj_data["position_changes"],
"current_zones": self.current_zones.copy(),

View File

@@ -93,18 +93,40 @@ class ObjectTracker:
return True
def is_expired(self, id):
obj = self.tracked_objects[id]
# get the max frames for this label type or the default
max_frames = self.detect_config.stationary.max_frames.objects.get(
obj["label"], self.detect_config.stationary.max_frames.default
)
# if there is no max_frames for this label type, continue
if max_frames is None:
return False
# if the object has exceeded the max_frames setting, deregister
if (
obj["motionless_count"] - self.detect_config.stationary.threshold
> max_frames
):
print(f"expired: {obj['motionless_count']}")
return True
def update(self, id, new_obj):
self.disappeared[id] = 0
# update the motionless count if the object has not moved to a new position
if self.update_position(id, new_obj["box"]):
self.tracked_objects[id]["motionless_count"] += 1
if self.is_expired(id):
self.deregister(id)
return
else:
# register the first position change and then only increment if
# the object was previously stationary
if (
self.tracked_objects[id]["position_changes"] == 0
or self.tracked_objects[id]["motionless_count"]
>= self.detect_config.stationary_threshold
>= self.detect_config.stationary.threshold
):
self.tracked_objects[id]["position_changes"] += 1
self.tracked_objects[id]["motionless_count"] = 0
@@ -112,9 +134,11 @@ class ObjectTracker:
self.tracked_objects[id].update(new_obj)
def update_frame_times(self, frame_time):
for id in self.tracked_objects.keys():
for id in list(self.tracked_objects.keys()):
self.tracked_objects[id]["frame_time"] = frame_time
self.tracked_objects[id]["motionless_count"] += 1
if self.is_expired(id):
self.deregister(id)
def match_and_update(self, frame_time, new_objects):
# group by name

View File

@@ -511,8 +511,8 @@ def process_frames(
if obj["motionless_count"] >= 10
# and it isn't due for a periodic check
and (
detect_config.stationary_interval == 0
or obj["motionless_count"] % detect_config.stationary_interval != 0
detect_config.stationary.interval == 0
or obj["motionless_count"] % detect_config.stationary.interval != 0
)
# and it hasn't disappeared
and object_tracker.disappeared[obj["id"]] == 0