Show and Tell

E899056

deep learning model image captioning model neural network

Show and Tell is a neural network-based image captioning model developed by Google that automatically generates natural language descriptions for images.

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Observed surface forms (1)

Surface form	Occurrences
Show & Tell	1

Statements (47)

Predicate	Object
instanceOf	deep learning model ⓘ image captioning model ⓘ neural network ⓘ
achieves	state-of-the-art performance on MSCOCO (2015) ⓘ
approach	end-to-end training ⓘ maximum likelihood training ⓘ
author	Alexander Toshev NERFINISHED ⓘ Dumitru Erhan NERFINISHED ⓘ Oriol Vinyals NERFINISHED ⓘ Samy Bengio NERFINISHED ⓘ
basedOn	convolutional neural network ⓘ encoder-decoder architecture ⓘ recurrent neural network ⓘ sequence-to-sequence model ⓘ
captionStyle	descriptive sentences ⓘ
developer	Google ⓘ Google Research NERFINISHED ⓘ
domain	computer vision ⓘ multimodal learning ⓘ natural language processing ⓘ
evaluationMetric	BLEU NERFINISHED ⓘ CIDEr NERFINISHED ⓘ METEOR ⓘ
featureExtractor	Inception CNN GENERATED ⓘ
implementedIn	TensorFlow (research implementation) NERFINISHED ⓘ
influenced	Neural image captioning research ⓘ Show, Attend and Tell NERFINISHED ⓘ
input	image ⓘ
language	English ⓘ
learningType	supervised learning ⓘ
modality	vision-to-language ⓘ
optimizationAlgorithm	stochastic gradient descent ⓘ
organization	Google Brain NERFINISHED ⓘ
output	natural language caption ⓘ
paperTitle	Show and Tell: A Neural Image Caption Generator NERFINISHED ⓘ
publicationVenue	CVPR NERFINISHED ⓘ
publicationYear	2015 ⓘ
relatedTo	encoder-decoder neural networks for machine translation ⓘ
task	automatic image captioning ⓘ natural language description generation ⓘ
trainedOn	Flickr30k dataset NERFINISHED ⓘ Flickr8k dataset NERFINISHED ⓘ MSCOCO dataset ⓘ
uses	CNN encoder ⓘ LSTM NERFINISHED ⓘ RNN decoder ⓘ word embeddings ⓘ

Referenced by (2)

Full triples — surface form annotated when it differs from this entity's canonical label.

Show and Tell: A Neural Image Caption Generator → abbreviation → Show and Tell ⓘ

African Giant → hasPart → Show and Tell ⓘ

this entity surface form: Show & Tell