|
gptkbp:instanceOf
|
gptkb:model
|
|
gptkbp:architecture
|
gptkb:transformation
|
|
gptkbp:author
|
gptkb:Ilya_Sutskever
gptkb:Aditya_Ramesh
gptkb:Chris_Hallacy
gptkb:Gabriel_Goh
gptkb:Girish_Sastry
gptkb:Mark_Chen
gptkb:Pamela_Mishkin
gptkb:Sandhini_Agarwal
gptkb:Jack_Clark
gptkb:Alec_Radford
gptkb:Amanda_Askell
gptkb:Jong_Wook_Kim
gptkb:Miles_Brundage
|
|
gptkbp:bench
|
gptkb:COCO
gptkb:Flickr30k
gptkb:ImageNet
|
|
gptkbp:developedBy
|
gptkb:OpenAI
|
|
gptkbp:fineTunedWith
|
yes
|
|
gptkbp:fullName
|
gptkb:Contrastive_Language–Image_Pre-training
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
CLIP
|
|
gptkbp:influenced
|
multimodal AI research
|
|
gptkbp:input
|
gptkb:illustrator
gptkb:text
|
|
gptkbp:inputDimension
|
224x224 pixels (for images)
|
|
gptkbp:language
|
English
|
|
gptkbp:license
|
gptkb:MIT_(for_code)
|
|
gptkbp:memiliki_tugas
|
image classification
zero-shot learning
image-text retrieval
|
|
gptkbp:modelWeightsAvailability
|
not fully open-sourced
|
|
gptkbp:notableFor
|
multimodal learning
zero-shot performance on ImageNet
|
|
gptkbp:notablePublication
|
gptkb:Learning_Transferable_Visual_Models_From_Natural_Language_Supervision
|
|
gptkbp:openSource
|
partially
|
|
gptkbp:output
|
similarity scores
vector embeddings
|
|
gptkbp:paperPublicationDate
|
2021
|
|
gptkbp:pretrained
|
yes
|
|
gptkbp:publishedIn
|
gptkb:arXiv
|
|
gptkbp:relatedTo
|
gptkb:ALIGN
gptkb:BLIP
gptkb:DALL-E
|
|
gptkbp:releaseDate
|
2021
|
|
gptkbp:trainer
|
gptkb:OpenAI's_proprietary_dataset
400 million image-text pairs
|
|
gptkbp:trainingDataSource
|
publicly available internet data
|
|
gptkbp:usedIn
|
robotics
content moderation
image search
art generation
visual question answering
|
|
gptkbp:uses
|
contrastive learning
|
|
gptkbp:bfsParent
|
gptkb:EFMD
|
|
gptkbp:bfsLayer
|
5
|