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phenobase
/
phenovision

Image Classification
Transformers
Safetensors
English
vit
vision
biology
ecology
phenology
plants
plant-phenology
iNaturalist
Eval Results (legacy)
Model card Files Files and versions
xet
Community
1

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

  • Libraries
  • Transformers

    How to use phenobase/phenovision with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("image-classification", model="phenobase/phenovision")
    pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")
    # Load model directly
    from transformers import AutoImageProcessor, AutoModelForImageClassification
    
    processor = AutoImageProcessor.from_pretrained("phenobase/phenovision")
    model = AutoModelForImageClassification.from_pretrained("phenobase/phenovision")
  • Notebooks
  • Google Colab
  • Kaggle
phenovision
Ctrl+K
Ctrl+K
  • 2 contributors
History: 13 commits
rdinnager's picture
rdinnager
Update family_stats.csv with equivocal proportions and buffer-zone accuracy
0ebea40 verified 2 months ago
  • .gitattributes
    1.58 kB
    Add report (v1.1.0) 2 months ago
  • README.md
    9.58 kB
    Update model card with complete documentation 2 months ago
  • config.json
    564 Bytes
    Upload PhenoVision v1.1.0 2 months ago
  • family_stats.csv
    38 kB
    Update family_stats.csv with equivocal proportions and buffer-zone accuracy 2 months ago
  • final_buffer_params.csv
    265 Bytes
    Add buffer parameters file (threshold + buffer zones for inference) 2 months ago
  • model.safetensors
    1.21 GB
    xet
    Upload PhenoVision v1.1.0 2 months ago
  • optimal_thresholds.csv
    184 Bytes
    Add thresholds (v1.1.0) 2 months ago
  • training_report_v1.1.0.html
    14.1 MB
    xet
    Add report (v1.1.0) 2 months ago