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  • John Snow Labs
  • Aug 31, 2024

English tinyclip_vit_8m_16_text_3m_yfcc15m_pipeline pipeline CLIPForZeroShotClassification from wkcn

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained CLIPForZeroShotClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.tinyclip_vit_8m_16_text_3m_yfcc15m_pipeline is a English model originally trained by wkcn.

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How to use


pipeline = PretrainedPipeline("tinyclip_vit_8m_16_text_3m_yfcc15m_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("tinyclip_vit_8m_16_text_3m_yfcc15m_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: tinyclip_vit_8m_16_text_3m_yfcc15m_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 57.4 MB

References

https://huggingface.co/wkcn/TinyCLIP-ViT-8M-16-Text-3M-YFCC15M

Included Models

  • ImageAssembler
  • CLIPForZeroShotClassification