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GlobalWheat
/
GWFSS_Segformer_b0

Image Segmentation
Transformers
Safetensors
segformer
scientific
research
agricultural research
wheat
segmentation
crop phenotyping
global wheat
crop
plant
canopy
field
Model card Files Files and versions
xet
Community

Instructions to use GlobalWheat/GWFSS_Segformer_b0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use GlobalWheat/GWFSS_Segformer_b0 with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("image-segmentation", model="GlobalWheat/GWFSS_Segformer_b0")
    # Load model directly
    from transformers import AutoImageProcessor, SegformerForSemanticSegmentation
    
    processor = AutoImageProcessor.from_pretrained("GlobalWheat/GWFSS_Segformer_b0")
    model = SegformerForSemanticSegmentation.from_pretrained("GlobalWheat/GWFSS_Segformer_b0", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
GWFSS_Segformer_b0
228 MB
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  • 2 contributors
History: 10 commits
Zijian-Wang's picture
Zijian-Wang
Update README.md
485865a verified 11 months ago
  • .gitattributes
    1.52 kB
    initial commit 12 months ago
  • GWFSS_SegFomer_B1.pth
    174 MB
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  • README.md
    1.52 kB
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  • class.json
    347 Bytes
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  • config.json
    1.14 kB
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  • model.safetensors
    54.7 MB
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  • preprocessor_config.json
    372 Bytes
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