English demo_poc_pipeline pipeline ViTForImageClassification from andreotte

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: demo_poc_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 321.3 MB

References

https://huggingface.co/andreotte/demo-poc

Included Models

  • ImageAssembler
  • ViTForImageClassification