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gptkbp:instance_of
|
gptkb:neural_networks
|
|
gptkbp:architecture
|
gptkb:Deep_Learning
|
|
gptkbp:backbone
|
gptkb:Darknet
|
|
gptkbp:coat_of_arms
|
gptkb:19
|
|
gptkbp:community_support
|
Active
|
|
gptkbp:developed_by
|
gptkb:Joseph_Redmon
|
|
gptkbp:drops
|
0.5
|
|
gptkbp:early_stopping
|
gptkb:Yes
|
|
gptkbp:evaluates
|
F1 Score
Precision
Recall
|
|
gptkbp:feature_extraction
|
gptkb:Yes
|
|
gptkbp:framework_documentation
|
Available
|
|
gptkbp:framework_language
|
gptkb:C
|
|
gptkbp:framework_license
|
gptkb:GPLv3
|
|
gptkbp:gpu
|
gptkb:Yes
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Darknet-19
|
|
gptkbp:hyperparameter_tuning
|
gptkb:Yes
|
|
gptkbp:image_input
|
RGB
|
|
gptkbp:image_preprocessing
|
gptkb:Normalization
|
|
gptkbp:initialization_method
|
Xavier Initialization
|
|
gptkbp:initiated_by
|
gptkb:Leaky_Re_LU
|
|
gptkbp:input_output
|
gptkb:JPEG
gptkb:JSON
Bounding Boxes
416x416
|
|
gptkbp:is_a_framework_for
|
gptkb:Darknet
|
|
gptkbp:is_optimized_for
|
gptkb:Adam
|
|
gptkbp:is_standardized_by
|
gptkb:Yes
|
|
gptkbp:is_taught_in
|
0.001
|
|
gptkbp:latest_version
|
1.0
|
|
gptkbp:loss_function_type
|
Multi-Class
|
|
gptkbp:losses
|
Cross-Entropy Loss
|
|
gptkbp:migration
|
gptkb:Yes
|
|
gptkbp:model
|
Small
|
|
gptkbp:model_checkpoint
|
gptkb:Yes
|
|
gptkbp:model_export
|
gptkb:Yes
|
|
gptkbp:model_import
|
gptkb:Yes
|
|
gptkbp:momentum
|
0.9
|
|
gptkbp:output_classes
|
80
|
|
gptkbp:performance
|
m AP
|
|
gptkbp:photography
|
gptkb:Yes
|
|
gptkbp:predecessor
|
Darknet-19.1
|
|
gptkbp:provides_information_on
|
gptkb:COCO
gptkb:Yes
|
|
gptkbp:real_time_detection
|
gptkb:Yes
|
|
gptkbp:release_year
|
gptkb:2016
|
|
gptkbp:resolution
|
gptkb:Varies
|
|
gptkbp:sister_channel
|
gptkb:3
|
|
gptkbp:successor
|
gptkb:Darknet-53
|
|
gptkbp:training
|
gptkb:Varies
|
|
gptkbp:training_algorithm
|
Stochastic Gradient Descent
|
|
gptkbp:tutorials
|
Available
|
|
gptkbp:used_for
|
Object Detection
|
|
gptkbp:weight_decay
|
0.0005
|
|
gptkbp:bfsParent
|
gptkb:Darknet-53
|
|
gptkbp:bfsLayer
|
7
|