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  • John Snow Labs
  • Mar 23, 2023

English image_classifier_swin_swin_base_patch4_window7_224_in22k_finetuned_eurosat_by_erikejw TFSwinForImageClassification from erikejw

  • swin
  • en
  • image
  • open_source
  • pipeline
  • image_classification
  • imagenet

Description

Pretrained Swin pipeline, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.image_classifier_swin_swin_base_patch4_window7_224_in22k_finetuned_eurosat_by_erikejw is a English model originally trained by erikejw.

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How to use


    pipeline = PretrainedPipeline('pipeline_image_classifier_swin_swin_base_patch4_window7_224_in22k_finetuned_eurosat_by_erikejw', lang = 'en')
    annotations =  pipeline.transform(imageDF)
    


    val pipeline = new PretrainedPipeline("pipeline_image_classifier_swin_swin_base_patch4_window7_224_in22k_finetuned_eurosat_by_erikejw", lang = "en")
    val annotations = pipeline.transform(imageDF)

Model Information

Model Name: pipeline_image_classifier_swin_swin_base_patch4_window7_224_in22k_finetuned_eurosat_by_erikejw
Type: pipeline
Compatibility: Spark NLP 4.4.0+
License: Open Source
Edition: Official
Language: en
Size: 657.9 MB

Included Models

  • ImageAssembler
  • SwinForImageClassification