English clip_pipeline pipeline CLIPForZeroShotClassification from yuchenxie

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: clip_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 1.1 GB

References

https://huggingface.co/yuchenxie/CLiP

Included Models

  • ImageAssembler
  • CLIPForZeroShotClassification