Darknet-19

GPTKB entity

Statements (54)
Predicate Object
gptkbp:instance_of gptkb:television_channel
gptkbp:architectural_style gptkb:Deep_Learning
gptkbp:class gptkb:television_series
gptkbp:coat_of_arms gptkb:19
gptkbp:community_support Active
gptkbp:developed_by gptkb:Joseph_Redmon
gptkbp:established gptkb:Leaky_Re_LU
gptkbp:exported_to gptkb:battle
gptkbp:features gptkb:battle
gptkbp:first_introduced Xavier Initialization
gptkbp:gpu gptkb:battle
https://www.w3.org/2000/01/rdf-schema#label Darknet-19
gptkbp:image RGB
gptkbp:image_stabilization gptkb:Normalization
gptkbp:input_output gptkb:JPEG
gptkb:JSON
Bounding Boxes
416x416
gptkbp:inspiration gptkb:Darknet
gptkbp:is_a_framework_for gptkb:Darknet
gptkb:C
Available
gptkbp:is_evaluated_by F1 Score
Precision
Recall
gptkbp:is_optimized_for gptkb:Adam
gptkbp:is_standardized_by gptkb:battle
gptkbp:is_used_for Object Detection
gptkbp:latest_version 1.0
gptkbp:license GP Lv3
gptkbp:losses Cross-Entropy Loss
Multi-Class
gptkbp:mechanics 0.9
gptkbp:migration gptkb:battle
gptkbp:performance m AP
gptkbp:photography gptkb:battle
gptkbp:predecessor Darknet-19.1
gptkbp:provides_information_on gptkb:COCO
gptkb:battle
gptkbp:reduces 0.5
gptkbp:related_model gptkb:battle
Small
gptkbp:release_year gptkb:2016
gptkbp:resolution gptkb:Varies
gptkbp:sister_channel gptkb:3
gptkbp:starts_at gptkb:battle
gptkbp:successor gptkb:Darknet-53
gptkbp:training gptkb:Varies
Stochastic Gradient Descent
0.001
gptkbp:tuning gptkb:battle
gptkbp:tutorials Available
gptkbp:vision gptkb:battle
gptkbp:weight 0.0005