Description
Pretrained SwinForImageClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.garbage_classification_swin_transformer_pipeline is a English model originally trained by youssefabdelmottaleb.
How to use
pipeline = PretrainedPipeline("garbage_classification_swin_transformer_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("garbage_classification_swin_transformer_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | garbage_classification_swin_transformer_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 206.3 MB |
References
https://huggingface.co/youssefabdelmottaleb/Garbage-Classification-SWIN-Transformer
Included Models
- ImageAssembler
- SwinForImageClassification