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gptkbp:instance_of
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gptkb:cosmic_ray_detector
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gptkbp:architectural_style
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7 Layers
|
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gptkbp:based_on
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gptkb:YOLOv3
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gptkbp:can_detect
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gptkb:vehicles
gptkb:animals
gptkb:humans
Objects
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gptkbp:designed_for
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Real-time Object Detection
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gptkbp:developed_by
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gptkb:Joseph_Redmon
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|
https://www.w3.org/2000/01/rdf-schema#label
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Tiny YOLOv3-7l
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gptkbp:improves
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Tiny YOLOv2
|
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gptkbp:input_output
|
Bounding Boxes
|
|
gptkbp:is_available_in
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gptkb:Open_Source
|
|
gptkbp:is_compatible_with
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gptkb:Tensor_Flow
gptkb:Py_Torch
|
|
gptkbp:is_documented_in
|
gptkb:Git_Hub
|
|
gptkbp:is_evaluated_by
|
F1 Score
Precision
Recall
m AP (mean Average Precision)
FPS (Frames Per Second)
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|
gptkbp:is_optimized_for
|
gptkb:Speed
Efficiency
|
|
gptkbp:is_part_of
|
YOLO Family
|
|
gptkbp:is_popular_in
|
Computer Vision Community
|
|
gptkbp:is_supported_by
|
Community Contributions
|
|
gptkbp:is_trained_in
|
gptkb:Pascal_VOC
gptkb:COCO_Dataset
Custom Datasets
|
|
gptkbp:is_used_for
|
gptkb:Augmented_Reality
gptkb:Autonomous_Vehicles
gptkb:robotics
Surveillance Systems
|
|
gptkbp:is_used_in
|
gptkb:Edge_Computing
gptkb:Embedded_Systems
Mobile Applications
Web Applications
|
|
gptkbp:performance
|
Other Object Detectors
|
|
gptkbp:released_in
|
gptkb:2019
|
|
gptkbp:requires
|
Less Computational Power
|
|
gptkbp:speed
|
Full YOLOv3
|
|
gptkbp:supports
|
Multiple Classes
|
|
gptkbp:uses
|
gptkb:neural_networks
|
|
gptkbp:written_in
|
gptkb:C
gptkb:Python
|
|
gptkbp:bfsParent
|
gptkb:Tiny_YOLOv3
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gptkbp:bfsLayer
|
7
|