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gptkbp:instance_of
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gptkb:neural_networks
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gptkbp:architecture
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gptkb:neural_networks
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gptkbp:available_in
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gptkb:Keras
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gptkbp:coat_of_arms
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gptkb:22
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gptkbp:community_adoption
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gptkb:High
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gptkbp:contribution
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Advancement in Deep Learning
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gptkbp:developed_by
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gptkb:Google
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gptkbp:drops
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0.5
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gptkbp:evaluates
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Cross-Validation
Top-1 Accuracy
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gptkbp:hardware_used
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gptkb:NVIDIA_GPUs
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gptkbp:has_publications
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Going Deeper with Convolutions
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https://www.w3.org/2000/01/rdf-schema#label
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Inception-v1
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gptkbp:image_preprocessing
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Mean Subtraction
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gptkbp:influenced_by
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gptkb:Alex_Net
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gptkbp:initialization_method
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Xavier Initialization
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gptkbp:initiated_by
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Re LU
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gptkbp:input_output
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Class Probabilities
224x224
RGB Images
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gptkbp:is_a_framework_for
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gptkb:Tensor_Flow
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gptkbp:is_open_source
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gptkb:Yes
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gptkbp:is_optimized_for
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gptkb:Adam
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gptkbp:is_popular_in
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gptkb:Computer_Vision
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gptkbp:is_standardized_by
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gptkb:Yes
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gptkbp:is_taught_in
|
0.01
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gptkbp:layer_types
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Convolutional, Pooling, Fully Connected
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gptkbp:migration
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Supported
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gptkbp:model
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Over 200 MB
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gptkbp:model_version
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1.0
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gptkbp:notable_applications
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Object Detection
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gptkbp:notable_feature
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Inception Modules
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gptkbp:notable_users
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Researchers, Developers
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gptkbp:notable_winner
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gptkb:ILSVRC_2014
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gptkbp:orbital_period
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Over 5 million
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gptkbp:output_classes
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1000
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gptkbp:output_layer
|
Softmax
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gptkbp:performance
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Top-5 Accuracy
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gptkbp:predecessor
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gptkb:Google_Net
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gptkbp:provides_information_on
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gptkb:Image_Net
Used
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gptkbp:regularization_technique
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gptkb:Dropout
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gptkbp:related_model
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gptkb:Res_Net
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gptkbp:release_year
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gptkb:2014
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gptkbp:sister_channel
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gptkb:3
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gptkbp:successor
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gptkb:Inception-v2
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gptkbp:training
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Several weeks
Stochastic Gradient Descent
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gptkbp:training_dataset_size
|
1.2 million images
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gptkbp:training_programs
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gptkb:Caffe
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gptkbp:tuning
|
Possible
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gptkbp:used_for
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Image Classification
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gptkbp:bfsParent
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gptkb:Inception-v2
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gptkbp:bfsLayer
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6
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