videoanalytics
latest
Contents
Introduction
The pipeline paradigm
Sources
Sinks
Object detection
Object tracking
Working with ROIs
Background substraction and motion estimation
Integration with databases
Communication with ZeroMQ
Utilities
A basic pipeline
Image transformation pipeline
Object detection pipeline
Object tracking pipeline
Integration with databases
Events and statistics from ROIs
References and useful resources
videoanalytics
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Index
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Index
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__init__() (videoanalytics.pipeline.Sink method)
(videoanalytics.pipeline.sinks.object_tracking.sort.Sort method)
(videoanalytics.pipeline.Source method)
A
associate_detections_to_trackers() (in module videoanalytics.pipeline.sinks.object_tracking.sort)
B
BackgroundExtractor1 (class in videoanalytics.pipeline.sinks.background)
BackgroundExtractor2 (class in videoanalytics.pipeline.sinks.background)
C
convert_detections() (in module videoanalytics.pipeline.sinks.object_detection.utils)
D
DeepSORT (class in videoanalytics.pipeline.sinks.object_tracking.deepsort)
DetectionsAnnotator (class in videoanalytics.pipeline.sinks.object_detection)
DetectionsCSVWriter (class in videoanalytics.pipeline.sinks.object_detection)
E
enable_display() (videoanalytics.pipeline.Sink method)
evaluate_object_detection_predictions() (in module videoanalytics.pipeline.sinks.object_detection.evaluation)
execute() (videoanalytics.pipeline.Pipeline method)
G
get_metrics() (videoanalytics.pipeline.Pipeline method)
get_progress() (videoanalytics.pipeline.Source method)
(videoanalytics.pipeline.sources.ImageSequenceReader method)
(videoanalytics.pipeline.sources.VideoReader method)
get_total_execution_time() (videoanalytics.pipeline.Pipeline method)
I
ImageSequenceReader (class in videoanalytics.pipeline.sources)
ImageWriter (class in videoanalytics.pipeline.sinks)
L
load_detections_from_file_list() (in module videoanalytics.pipeline.sinks.object_detection.utils)
M
module
videoanalytics.pipeline
videoanalytics.pipeline.sinks
videoanalytics.pipeline.sinks.background
videoanalytics.pipeline.sinks.database
videoanalytics.pipeline.sinks.object_detection
videoanalytics.pipeline.sinks.object_detection.evaluation
videoanalytics.pipeline.sinks.object_detection.utils
videoanalytics.pipeline.sinks.object_detection.yolo4
videoanalytics.pipeline.sinks.object_tracking
videoanalytics.pipeline.sinks.object_tracking.deepsort
videoanalytics.pipeline.sinks.object_tracking.sort
videoanalytics.pipeline.sinks.roi
videoanalytics.pipeline.sinks.zmq
videoanalytics.pipeline.sources
videoanalytics.utils
O
ObjectDetectorCSV (class in videoanalytics.pipeline.sinks.object_detection)
optimize() (videoanalytics.pipeline.Pipeline method)
P
Pipeline (class in videoanalytics.pipeline)
plot() (videoanalytics.pipeline.Pipeline method)
plot_predictions_vs_ground_truth() (in module videoanalytics.pipeline.sinks.object_detection.utils)
process() (videoanalytics.pipeline.Sink method)
(videoanalytics.pipeline.sinks.background.BackgroundExtractor1 method)
(videoanalytics.pipeline.sinks.background.BackgroundExtractor2 method)
(videoanalytics.pipeline.sinks.ImageWriter method)
(videoanalytics.pipeline.sinks.object_detection.DetectionsAnnotator method)
(videoanalytics.pipeline.sinks.object_detection.DetectionsCSVWriter method)
(videoanalytics.pipeline.sinks.object_detection.ObjectDetectorCSV method)
(videoanalytics.pipeline.sinks.object_detection.yolo4.YOLOv4DetectorTF method)
(videoanalytics.pipeline.sinks.object_tracking.deepsort.DeepSORT method)
(videoanalytics.pipeline.sinks.object_tracking.sort.SORT method)
(videoanalytics.pipeline.sinks.object_tracking.TrackedObjectsAnnotator method)
(videoanalytics.pipeline.sinks.object_tracking.TrackedObjectsCSVWriter method)
(videoanalytics.pipeline.sinks.roi.ROIPresenceCounter method)
(videoanalytics.pipeline.sinks.roi.ROIView method)
(videoanalytics.pipeline.sinks.VariableCSVWriter method)
(videoanalytics.pipeline.sinks.VideoWriter method)
(videoanalytics.pipeline.sinks.zmq.ZMQPub method)
R
read() (videoanalytics.pipeline.Source method)
(videoanalytics.pipeline.sources.ImageSequenceReader method)
(videoanalytics.pipeline.sources.VideoReader method)
read_class_names() (in module videoanalytics.utils)
ROIPresenceCounter (class in videoanalytics.pipeline.sinks.roi)
ROIView (class in videoanalytics.pipeline.sinks.roi)
S
setup() (videoanalytics.pipeline.Sink method)
(videoanalytics.pipeline.sinks.background.BackgroundExtractor1 method)
(videoanalytics.pipeline.sinks.background.BackgroundExtractor2 method)
(videoanalytics.pipeline.sinks.ImageWriter method)
(videoanalytics.pipeline.sinks.object_detection.DetectionsAnnotator method)
(videoanalytics.pipeline.sinks.object_detection.DetectionsCSVWriter method)
(videoanalytics.pipeline.sinks.object_detection.ObjectDetectorCSV method)
(videoanalytics.pipeline.sinks.object_detection.yolo4.YOLOv4DetectorTF method)
(videoanalytics.pipeline.sinks.object_tracking.deepsort.DeepSORT method)
(videoanalytics.pipeline.sinks.object_tracking.sort.SORT method)
(videoanalytics.pipeline.sinks.object_tracking.TrackedObjectsAnnotator method)
(videoanalytics.pipeline.sinks.object_tracking.TrackedObjectsCSVWriter method)
(videoanalytics.pipeline.sinks.roi.ROIPresenceCounter method)
(videoanalytics.pipeline.sinks.roi.ROIView method)
(videoanalytics.pipeline.sinks.VariableCSVWriter method)
(videoanalytics.pipeline.sinks.VideoWriter method)
(videoanalytics.pipeline.sinks.zmq.ZMQPub method)
(videoanalytics.pipeline.Source method)
(videoanalytics.pipeline.sources.ImageSequenceReader method)
(videoanalytics.pipeline.sources.VideoReader method)
shutdown() (videoanalytics.pipeline.Sink method)
(videoanalytics.pipeline.sinks.background.BackgroundExtractor1 method)
(videoanalytics.pipeline.sinks.background.BackgroundExtractor2 method)
(videoanalytics.pipeline.sinks.ImageWriter method)
(videoanalytics.pipeline.sinks.object_detection.DetectionsAnnotator method)
(videoanalytics.pipeline.sinks.object_detection.DetectionsCSVWriter method)
(videoanalytics.pipeline.sinks.object_detection.ObjectDetectorCSV method)
(videoanalytics.pipeline.sinks.object_detection.yolo4.YOLOv4DetectorTF method)
(videoanalytics.pipeline.sinks.object_tracking.deepsort.DeepSORT method)
(videoanalytics.pipeline.sinks.object_tracking.sort.SORT method)
(videoanalytics.pipeline.sinks.object_tracking.TrackedObjectsAnnotator method)
(videoanalytics.pipeline.sinks.object_tracking.TrackedObjectsCSVWriter method)
(videoanalytics.pipeline.sinks.roi.ROIPresenceCounter method)
(videoanalytics.pipeline.sinks.roi.ROIView method)
(videoanalytics.pipeline.sinks.VariableCSVWriter method)
(videoanalytics.pipeline.sinks.VideoWriter method)
(videoanalytics.pipeline.sinks.zmq.ZMQPub method)
(videoanalytics.pipeline.Source method)
(videoanalytics.pipeline.sources.ImageSequenceReader method)
(videoanalytics.pipeline.sources.VideoReader method)
Sink (class in videoanalytics.pipeline)
SORT (class in videoanalytics.pipeline.sinks.object_tracking.sort)
Sort (class in videoanalytics.pipeline.sinks.object_tracking.sort)
Source (class in videoanalytics.pipeline)
T
toggle_display_enable() (videoanalytics.pipeline.Sink method)
TrackedObjectsAnnotator (class in videoanalytics.pipeline.sinks.object_tracking)
TrackedObjectsCSVWriter (class in videoanalytics.pipeline.sinks.object_tracking)
U
update() (videoanalytics.pipeline.sinks.object_tracking.sort.Sort method)
V
VariableCSVWriter (class in videoanalytics.pipeline.sinks)
videoanalytics.pipeline
module
videoanalytics.pipeline.sinks
module
videoanalytics.pipeline.sinks.background
module
videoanalytics.pipeline.sinks.database
module
videoanalytics.pipeline.sinks.object_detection
module
videoanalytics.pipeline.sinks.object_detection.evaluation
module
videoanalytics.pipeline.sinks.object_detection.utils
module
videoanalytics.pipeline.sinks.object_detection.yolo4
module
videoanalytics.pipeline.sinks.object_tracking
module
videoanalytics.pipeline.sinks.object_tracking.deepsort
module
videoanalytics.pipeline.sinks.object_tracking.sort
module
videoanalytics.pipeline.sinks.roi
module
videoanalytics.pipeline.sinks.zmq
module
videoanalytics.pipeline.sources
module
videoanalytics.utils
module
VideoReader (class in videoanalytics.pipeline.sources)
VideoWriter (class in videoanalytics.pipeline.sinks)
Y
YOLOv4DetectorTF (class in videoanalytics.pipeline.sinks.object_detection.yolo4)
Z
ZMQPub (class in videoanalytics.pipeline.sinks.zmq)