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metadata
license: apache-2.0
metrics:
  - accuracy
  - f1

Returns flower group given an image.

See https://www.kaggle.com/code/dima806/flower-groups-image-detection-vit for more details.

image/png

Classification report:

                   precision    recall  f1-score   support

         tarragon     0.0000    0.0000    0.0000       247
   blanketflowers     0.9833    0.9514    0.9671       247
       coralbells     0.8897    0.9798    0.9326       247
           tulips     0.9826    0.9150    0.9476       247
        daffodils     0.8719    0.9919    0.9280       247
             peas     0.9031    0.9433    0.9228       247
           garlic     0.0000    0.0000    0.0000       247
         sunroots     1.0000    0.0688    0.1288       247
         milkweed     0.8144    0.9595    0.8810       247
           celery     0.0000    0.0000    0.0000       247
             dill     0.5245    0.9960    0.6872       247
            phlox     0.9325    0.9553    0.9438       246
          peonies     0.5510    0.9838    0.7064       247
      coneflowers     0.9711    0.9553    0.9631       246
            beets     0.7554    0.8537    0.8015       246
            beans     0.8885    0.9676    0.9264       247
           onions     0.2976    0.9109    0.4487       247
      bellflowers     0.9872    0.9352    0.9605       247
      delphiniums     0.9733    0.8902    0.9299       246
        oleanders     0.9676    0.9676    0.9676       247
     roseofsharon     0.9821    0.4453    0.6128       247
      cantaloupes     0.9333    0.6829    0.7887       246
      deadnettles     0.9574    0.9109    0.9336       247
        viburnums     0.5941    0.8947    0.7141       247
         dianthus     0.8662    0.9472    0.9049       246
          peaches     0.9415    0.6518    0.7703       247
            aloes     0.7642    0.9838    0.8602       247
          parsley     0.3407    0.9393    0.5000       247
        penstemon     0.9550    0.8583    0.9041       247
            thyme     0.7311    0.9798    0.8374       247
           citrus     0.8566    0.8947    0.8752       247
  bleeding-hearts     0.9754    0.9636    0.9695       247
         dogwoods     0.5707    0.9312    0.7077       247
black-eyed-susans     0.5347    0.9676    0.6888       247
         petunias     0.9669    0.9474    0.9571       247
          jujubes     0.0000    0.0000    0.0000       246
      arborvitaes     0.7790    0.8740    0.8238       246
           lilies     0.9700    0.9150    0.9417       247
          crinums     0.8000    0.8583    0.8281       247
         catmints     0.6182    0.8821    0.7270       246
          astilbe     0.9560    0.9676    0.9618       247
    beautyberries     0.7249    0.9069    0.8058       247
         beebalms     0.8114    0.9268    0.8653       246
        foxgloves     0.9740    0.9109    0.9414       247
        gladiolus     0.8821    0.9393    0.9098       247
            plums     0.8750    0.4534    0.5973       247
            vitis     1.0000    0.5668    0.7235       247
        ninebarks     1.0000    0.0486    0.0927       247
         lettuces     0.7872    0.8988    0.8393       247
          poppies     0.9798    0.9838    0.9818       247
       smoketrees     0.9212    0.8988    0.9098       247
           irises     1.0000    0.9960    0.9980       247
         cilantro     0.8636    0.0769    0.1413       247
       artichokes     1.0000    0.7733    0.8721       247
        lambsears     0.6092    0.8016    0.6923       247
      butterworts     0.9091    0.2024    0.3311       247
      babysbreath     1.0000    0.2227    0.3642       247
        cucurbits     0.5956    0.9960    0.7455       247
        plumerias     0.8185    0.8583    0.8379       247
          liatris     0.9764    0.8381    0.9020       247
          carrots     0.6103    0.5263    0.5652       247
    crepe-myrtles     0.9672    0.9555    0.9613       247
          oregano     0.6629    0.2389    0.3512       247
             ilex     0.5643    0.9634    0.7117       246
  butterflybushes     0.9811    0.8421    0.9063       247
             sage     0.6085    0.4656    0.5275       247
         baptisia     0.9795    0.7733    0.8643       247
      sempervivum     1.0000    0.9352    0.9665       247
        asparagus     0.9495    0.3806    0.5434       247
         radishes     0.4973    0.7368    0.5938       247
         parsnips     1.0000    0.1377    0.2420       247
         hibiscus     0.4692    0.9555    0.6293       247
    rhododendrons     0.8750    0.9636    0.9171       247
         potatoes     1.0000    0.3887    0.5598       247
       hydrangeas     0.9715    0.9715    0.9715       246
       swisschard     0.8154    0.9838    0.8917       247
           cannas     0.9400    0.9514    0.9457       247
        brassicas     0.6837    0.9228    0.7855       246
            rubus     0.8571    0.8259    0.8412       247
       columbines     0.9833    0.9555    0.9692       247
       echeverias     0.6581    0.9352    0.7726       247
             okra     0.9852    0.8130    0.8909       246
         aeoniums     0.5190    0.9393    0.6686       247
          yarrows     0.6780    0.9717    0.7987       247
            roses     1.0000    0.9837    0.9918       246
            basil     0.6290    0.9512    0.7573       246
         spiraeas     0.5850    0.9474    0.7233       247
        caladiums     0.7889    0.9231    0.8507       247
          spinach     0.8955    0.2439    0.3834       246
        wisterias     0.9576    0.9187    0.9378       246
         cherries     1.0000    0.1992    0.3322       246
         marjoram     1.0000    0.4737    0.6429       247
        hyacinths     0.9597    0.9636    0.9616       247
         rhubarbs     0.9686    0.8745    0.9191       247
        tickseeds     0.8387    0.8455    0.8421       246
        perovskia     0.8121    0.5425    0.6505       247
           crocus     0.9833    0.9593    0.9712       246
            mints     0.6135    0.9960    0.7593       247
 heavenly-bamboos     0.9459    0.8502    0.8955       247
           agaves     0.9227    0.8740    0.8977       246
            pears     0.3014    0.4332    0.3555       247
         dudleyas     0.8084    0.5466    0.6522       247
     pachypodiums     0.8722    0.6356    0.7354       247
      mockoranges     0.9916    0.9514    0.9711       247
           asters     1.0000    0.9312    0.9644       247
        geraniums     0.9714    0.9636    0.9675       247
     mammillarias     0.9234    0.9757    0.9488       247
        cucumbers     1.0000    0.6260    0.7700       246
        veronicas     0.9746    0.9350    0.9544       246
          turnips     0.0000    0.0000    0.0000       247
          peppers     0.8249    0.9919    0.9007       247
  hardyhibiscuses     1.0000    0.5385    0.7000       247
  morning-glories     0.8282    0.9797    0.8976       246
        gardenias     0.9906    0.8543    0.9174       247
            ribes     0.9674    0.7206    0.8260       247
        loniceras     0.9440    0.9555    0.9497       247
        eggplants     0.9646    0.9919    0.9780       247
           hostas     0.8140    0.9919    0.8942       247
    chlorophytums     0.9938    0.6437    0.7813       247
           chives     0.6964    0.9474    0.8027       247
         tomatoes     0.6461    0.9312    0.7629       247
           lilacs     1.0000    0.9474    0.9730       247
            leeks     0.0000    0.0000    0.0000       247
    shastadaisies     0.9583    0.9312    0.9446       247
         apricots     1.0000    0.5749    0.7301       247
           apples     0.3956    0.9433    0.5574       247
     strawberries     0.8864    0.9798    0.9308       247
          salvias     0.4660    0.9717    0.6299       247
           sedums     0.7492    0.9433    0.8351       247
             corn     0.9149    0.8704    0.8921       247
        daylilies     1.0000    0.9879    0.9939       247
             figs     0.9744    0.9268    0.9500       246
          dahlias     0.9795    0.9676    0.9735       247
    sweetpotatoes     0.7227    0.9393    0.8169       247

         accuracy                         0.7808     33072
        macro avg     0.8047    0.7808    0.7556     33072
     weighted avg     0.8047    0.7808    0.7556     33072