|
gptkbp:instance_of
|
gptkb:television_channel
|
|
gptkbp:bfsLayer
|
5
|
|
gptkbp:bfsParent
|
gptkb:Efficient_Net
|
|
gptkbp:application
|
gptkb:viewpoint
gptkb:battle
|
|
gptkbp:architectural_style
|
Image Classification
|
|
gptkbp:base
|
gptkb:Efficient_Net
|
|
gptkbp:community_support
|
gptkb:Strong
|
|
gptkbp:contribution
|
gptkb:battle
|
|
gptkbp:deployment
|
Supported
|
|
gptkbp:developed_by
|
gptkb:Google_AI
|
|
gptkbp:features
|
gptkb:battle
|
|
gptkbp:first_performance
|
88.4%
|
|
gptkbp:future_plans
|
Ongoing
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Efficient Net B5
|
|
gptkbp:image
|
gptkb:battle
RGB Images
|
|
gptkbp:impact
|
gptkb:Significant
|
|
gptkbp:input_output
|
Softmax
456x456
|
|
gptkbp:is_a_framework_for
|
gptkb:Graphics_Processing_Unit
|
|
gptkbp:is_available_in
|
gptkb:Keras
gptkb:Py_Torch
gptkb:Tensor_Flow_Hub
|
|
gptkbp:is_cited_in
|
Highly Cited
|
|
gptkbp:is_evaluated_by
|
gptkb:battle
|
|
gptkbp:is_open_source
|
gptkb:battle
|
|
gptkbp:is_optimized_for
|
gptkb:Adam
Compound Scaling
|
|
gptkbp:is_standardized_by
|
Included
|
|
gptkbp:losses
|
Categorical Crossentropy
|
|
gptkbp:market_segment
|
gptkb:battle
|
|
gptkbp:marketed_as
|
gptkb:battle
|
|
gptkbp:migration
|
Supported
|
|
gptkbp:orbital_period
|
30 million
|
|
gptkbp:performance
|
Top Performer
FLO Ps
|
|
gptkbp:predecessor
|
gptkb:Efficient_Net_B4
|
|
gptkbp:provides_information_on
|
gptkb:Image_Net
Used
|
|
gptkbp:publishes
|
Efficient Net: Rethinking Model Scaling for Convolutional Neural Networks
|
|
gptkbp:rank
|
97.1%
|
|
gptkbp:real_name
|
Widely Used
|
|
gptkbp:reduces
|
0.3
|
|
gptkbp:related_model
|
gptkb:battle
Available
12 MB
Compared with Res Net and Dense Net
|
|
gptkbp:release_year
|
gptkb:2019
|
|
gptkbp:restoration
|
L2 Regularization
|
|
gptkbp:successor
|
gptkb:Efficient_Net_B6
|
|
gptkbp:surface
|
Compatible
|
|
gptkbp:technology
|
Compatible
|
|
gptkbp:throws
|
9.9 billion
|
|
gptkbp:training
|
Available
Adaptive
Longer than Efficient Net B4
|
|
gptkbp:tutorials
|
gptkb:battle
|
|
gptkbp:uses
|
Swish Activation Function
|
|
gptkbp:vision
|
gptkb:battle
|