|
gptkbp:instance_of
|
gptkb:neural_networks
|
|
gptkbp:achieves_top1_accuracy
|
82.7% on Image Net
|
|
gptkbp:achieves_top5_accuracy
|
95.2% on Image Net
|
|
gptkbp:adapted_into
|
different tasks
|
|
gptkbp:based_on
|
neural architecture search
|
|
gptkbp:competes_with
|
other architectures like Res Net
|
|
gptkbp:consists_of
|
convolutional layers
|
|
gptkbp:developed_by
|
gptkb:Google
advanced algorithms
|
|
gptkbp:has_achieved
|
state-of-the-art performance
|
|
gptkbp:has_variants
|
gptkb:NASNet-A
gptkb:NASNet-B
gptkb:NASNet-C
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
NASNet
|
|
gptkbp:inspired_by
|
human-designed architectures
|
|
gptkbp:introduced_in
|
gptkb:2017
|
|
gptkbp:is_cited_in
|
numerous academic papers
|
|
gptkbp:is_compared_to
|
gptkb:Inception
gptkb:Dense_Net
gptkb:VGGNet
|
|
gptkbp:is_considered_as
|
a breakthrough in neural architecture search
|
|
gptkbp:is_documented_in
|
research papers
|
|
gptkbp:is_evaluated_by
|
gptkb:Google_Brain_team
gptkb:CIFAR-10_dataset
gptkb:Image_Net_dataset
gptkb:CIFAR-100_dataset
|
|
gptkbp:is_implemented_in
|
gptkb:Tensor_Flow
|
|
gptkbp:is_influenced_by
|
evolution of neural networks
|
|
gptkbp:is_integrated_with
|
cloud computing platforms
|
|
gptkbp:is_known_for
|
high accuracy
flexibility in architecture design
efficient architecture search
|
|
gptkbp:is_optimized_for
|
gptkb:mobile_devices
|
|
gptkbp:is_part_of
|
gptkb:machine_learning
deep learning frameworks
AI research advancements
|
|
gptkbp:is_popular_in
|
gptkb:scientific_community
|
|
gptkbp:is_recognized_by
|
AI practitioners
|
|
gptkbp:is_supported_by
|
community contributions
hardware accelerators
|
|
gptkbp:is_tested_for
|
various benchmarks
|
|
gptkbp:is_trained_in
|
large-scale datasets
|
|
gptkbp:is_used_in
|
real-world applications
transfer learning
computer vision tasks
|
|
gptkbp:is_utilized_in
|
gptkb:medical_imaging
gptkb:vehicles
image recognition systems
facial recognition systems
object detection systems
|
|
gptkbp:used_for
|
image classification
|
|
gptkbp:utilizes
|
reinforcement learning
|
|
gptkbp:bfsParent
|
gptkb:tf.keras.applications
|
|
gptkbp:bfsLayer
|
5
|