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gptkbp:instance_of
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gptkb:Data
|
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gptkbp:available_at
|
gptkb:Git_Hub
|
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gptkbp:challenges
|
model training
|
|
gptkbp:collaborated_with
|
academic projects
|
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gptkbp:contains
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60,000 images
100 classes
|
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gptkbp:created_by
|
Vinyals et al.
|
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gptkbp:developed_by
|
gptkb:Image_Net
|
|
gptkbp:evaluates
|
accuracy
|
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gptkbp:has_label_distribution
|
balanced
|
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gptkbp:has_variants
|
gptkb:Mini_Image_Net-1_K
|
|
https://www.w3.org/2000/01/rdf-schema#label
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Mini Image Net
|
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gptkbp:introduced_in
|
gptkb:2016
|
|
gptkbp:is_adopted_by
|
deep learning frameworks
|
|
gptkbp:is_analyzed_in
|
experiments
model performance
performance studies
few-shot learning algorithms
|
|
gptkbp:is_cited_in
|
numerous studies
thesis papers
|
|
gptkbp:is_compared_to
|
gptkb:Image_Net
gptkb:CUB-200-2011
gptkb:CIFAR-100
|
|
gptkbp:is_designed_for
|
generalization tasks
|
|
gptkbp:is_discussed_in
|
conferences
|
|
gptkbp:is_divided_into
|
test set
validation set
train set
|
|
gptkbp:is_documented_in
|
class labels
|
|
gptkbp:is_evaluated_by
|
cross-validation
various metrics
few-shot tasks
|
|
gptkbp:is_incorporated_in
|
machine learning competitions
AI curricula
|
|
gptkbp:is_part_of
|
few-shot learning benchmarks
meta-dataset
|
|
gptkbp:is_popular_for
|
benchmarking algorithms
|
|
gptkbp:is_popular_in
|
machine learning community
|
|
gptkbp:is_referenced_in
|
research articles
academic literature
|
|
gptkbp:is_related_to
|
gptkb:Omniglot
|
|
gptkbp:is_subset_of
|
gptkb:Image_Net
|
|
gptkbp:is_supported_by
|
research funding
|
|
gptkbp:is_tested_for
|
various models
transfer learning techniques
other datasets
|
|
gptkbp:is_used_for
|
model evaluation
data augmentation
|
|
gptkbp:is_used_in
|
research papers
computer vision
transfer learning
|
|
gptkbp:is_utilized_by
|
AI researchers
|
|
gptkbp:is_utilized_for
|
algorithm development
feature extraction
|
|
gptkbp:is_utilized_in
|
image classification tasks
neural network training
|
|
gptkbp:performance
|
image recognition
few-shot classification
|
|
gptkbp:provides
|
class prototypes
|
|
gptkbp:resolution
|
84x84 pixels
|
|
gptkbp:supports
|
meta-learning
|
|
gptkbp:used_for
|
few-shot learning
|
|
gptkbp:bfsParent
|
gptkb:Few-Shot_Learning
gptkb:one-shot_learning
|
|
gptkbp:bfsLayer
|
6
|