gptkbp:instance_of
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gptkb:software_framework
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gptkbp:bfsLayer
|
5
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gptkbp:bfsParent
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gptkb:R-CNN
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gptkbp:application
|
gptkb:Photographer
gptkb:robot
natural language processing
self-driving cars
video analysis
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gptkbp:architectural_style
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data layer
activation layer
convolution layer
layer-based
loss layer
pooling layer
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gptkbp:community
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open-source
user forums
tutorials available
documentation available
active contributors
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gptkbp:developed_by
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gptkb:Berkeley_Vision_and_Learning_Center
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gptkbp:features
|
modular architecture
pre-trained models
GPU support
layer-wise configuration
|
https://www.w3.org/2000/01/rdf-schema#label
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Caffe framework
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gptkbp:is_compared_to
|
gptkb:Graphics_Processing_Unit
gptkb:Keras
gptkb:Py_Torch
gptkb:Theano
MX Net
|
gptkbp:is_used_for
|
image classification
convolutional neural networks
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gptkbp:language
|
gptkb:C++
|
gptkbp:license
|
gptkb:BSD_License
|
gptkbp:notable_users
|
gptkb:Alibaba
gptkb:Job_Search_Engine
gptkb:Qualcomm
gptkb:Uber
gptkb:Baidu
gptkb:DJ
gptkb:Microsoft
gptkb:Intel
gptkb:Yelp
gptkb:Twitter_account
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gptkbp:performance
|
high speed
scalable
efficient memory usage
supports large datasets
optimized for NVIDIAGP Us
|
gptkbp:released
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gptkb:2013
|
gptkbp:repository
|
gptkb:archive
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gptkbp:successor
|
gptkb:Caffe2
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gptkbp:supports
|
gptkb:MATLAB
gptkb:Caffe2
gptkb:Library
deep learning
|