|
gptkbp:instance_of
|
gptkb:television_channel
|
|
gptkbp:bfsLayer
|
5
|
|
gptkbp:bfsParent
|
gptkb:Res_Ne_Xt
|
|
gptkbp:architectural_style
|
gptkb:Deep_Learning
|
|
gptkbp:based_on
|
gptkb:Res_Net
Inception Modules
|
|
gptkbp:coat_of_arms
|
gptkb:101
|
|
gptkbp:competes_with
|
gptkb:Dense_Net
|
|
gptkbp:contributed_to
|
gptkb:streaming_service
|
|
gptkbp:developed_by
|
gptkb:Facebook_AI_Research
|
|
gptkbp:features
|
Cardinality
|
|
gptkbp:has_achievements
|
State-of-the-art results
|
|
gptkbp:has_method
|
88 million
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Res Ne Xt-101
|
|
gptkbp:image_stabilization
|
77.6% Top-1
94.0% Top-5
|
|
gptkbp:improves
|
Res Net performance
|
|
gptkbp:introduced
|
gptkb:2017
|
|
gptkbp:is_adopted_by
|
Research Institutions
Tech Companies
|
|
gptkbp:is_designed_for
|
High Performance
|
|
gptkbp:is_evaluated_by
|
gptkb:CIFAR-10
gptkb:Fashion_MNIST
gptkb:CIFAR-100
PASCALVOC
MSCOCO
Street View House Numbers
|
|
gptkbp:is_implemented_in
|
gptkb:Graphics_Processing_Unit
gptkb:Py_Torch
|
|
gptkbp:is_influenced_by
|
gptkb:Goog_Le_Net
VGG Net
|
|
gptkbp:is_known_for
|
Scalability
Low Latency
High Accuracy
|
|
gptkbp:is_optimized_for
|
GPU Training
|
|
gptkbp:is_part_of
|
gptkb:Res_Ne_Xt_Family
Deep Learning Frameworks
AI Research Community
|
|
gptkbp:is_popular_in
|
Computer Vision Community
|
|
gptkbp:is_supported_by
|
Open Source Libraries
|
|
gptkbp:is_used_for
|
Image Classification
|
|
gptkbp:is_used_in
|
gptkb:Autonomous_Vehicles
Object Detection
Facial Recognition
Medical Imaging
Real-time Applications
Video Analysis
Semantic Segmentation
Image Recognition Tasks
|
|
gptkbp:predecessor
|
gptkb:Res_Ne_Xt-50
|
|
gptkbp:successor
|
gptkb:Res_Ne_Xt-152
|
|
gptkbp:supports
|
Multi-Label Classification
|
|
gptkbp:training
|
gptkb:Image_Net_Dataset
Data Augmentation Techniques
|
|
gptkbp:uses
|
Split-Transform-Merge strategy
|
|
gptkbp:utilizes
|
gptkb:Batch_Normalization
Residual Connections
|