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# Food_Classifer_NoviceMK-I

This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
It achieves the following results on the evaluation set:
- eval_loss: 4.2894
- eval_accuracy: 0.3546
- eval_runtime: 65.1366
- eval_samples_per_second: 33.898
- eval_steps_per_second: 2.119
- epoch: 10.0
- step: 1380

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 15

### Framework versions

- Transformers 4.45.1
- Pytorch 2.4.0
- Datasets 3.0.1
- Tokenizers 0.20.0

abiyuch acerola allium cherry tomato chervil chestnut chia chickpea chicory chicory leaves chicory roots chineese plum chinese bayberry allspice chinese broccoli chinese cabbage chinese chestnut chinese chives chinese cinnamon chinese mustard chinese water chestnut chives cinnamon citrus almond clementine climbing bean cloud ear fungus cloudberry cloves coconut coconut oil colorado pinyon common bean common beet alpine sweetvetch common buckwheat common cabbage common chokecherry common grape common hazelnut common mushroom common oregano common pea common persimmon common sage amaranth common salsify common thyme common verbena common walnut common wheat coriander corn corn grits corn oil corn salad american cranberry cornbread cornmint cottonseed cottonseed oil cowpea crisp bread crosne cubanelle pepper cucumber cucurbita american pokeweed cumin cupuaçu curry powder custard apple daikon radish dandelion date deerberry dill dock andean blackberry dough durian eddoe eggplant elderberry elliott's blueberry endive enokitake epazote european chestnut angelica european cranberry european plum evening primrose evergreen blackberry evergreen huckleberry feijoa fennel fenugreek fig fireweed anise flaxseed flour focaccia fox grape french plantain french toast fruit preserve fruit salad fruits garden cress acorn annual wild rice garden onion garden onion (var.) garden rhubarb garden tomato garden tomato (var.) garland chrysanthemum garlic gentiana lutea german camomile giant butterbur apple ginger ginkgo nuts ginseng globe artichoke goji gooseberry gram bean grape grapefruit grapeseed oil apricot grass pea green apple green bean green bell pepper green cabbage green grape green lentil green onion green plum green vegetables arctic blackberry green zucchini groundcherry guarana guava half-highbush blueberry hard wheat hawthorn hazelnut heart of palm hedge mustard arrowhead herbs and spices hickory nut highbush blueberry horned melon horseradish horseradish tree hyacinth bean hyssop iceberg lettuce italian oregano arrowroot italian sweet red pepper jackfruit jalapeno pepper japanese chestnut japanese persimmon japanese pumpkin japanese walnut java plum jerusalem artichoke jew's ear asian pear jicama jostaberry jujube juniperus communis jute kai-lan kale kiwi kohlrabi komatsuna asparagus kumquat lambsquarters lantern fruit leek lemon lemon balm lemon grass lemon thyme lemon verbena lentils asparagus fern lettuce lichee lima bean lime linden lingonberry loganberry longan loquat lotus asparagus racemosus lovage lowbush blueberry lupine macadamia nut macadamia nut (m. tetraphylla) maitake malabar plum malabar spinach malus (crab apple) mamey sapote acorn squash avocado mammee apple mandarin orange (clementine, tangerine) mango mate medlar mentha mexican groundcherry mexican oregano mikan millet avocado oil mixed nuts monk fruit morchella (morel) moth bean mountain yam mugwort mulberry multigrain bread mundu mung bean babassu palm muscadine grape mushrooms muskmelon mustard spinach nance nanking cherry napa cabbage naranjilla narrowleaf cattail natal plum bagel nectarine new zealand spinach nopal nutmeg nuts oat oat bread ohelo berry oil palm oil-seed camellia bamboo shoots okra olive olive oil onion-family vegetables opium poppy orange bell pepper orange mint oregon yampah oriental wheat ostrich fern banana other bread other bread product other cereal product other fruit product other vegetable product oval-leaf huckleberry oxheart cabbage oyster mushroom pak choy pan dulce barley papaya parsley parsnip partridge berry passion fruit pasta pea shoots peach peach (var.) peanut bayberry peanut oil pear pecan nut pepper pepper (c. baccatum) pepper (c. chinense) pepper (c. frutescens) pepper (c. pubescens) pepper (capsicum) pepper (spice) bean peppermint persian lime persimmon pigeon pea piki bread pili nut pine nut pineapple pineappple sage pistachio beech nut pita bread pitanga pitaya plains prickly pear plantain pomegranate pomes poppy pot marjoram potato adzuki bean bilberry potato bread prairie turnip prickly pear prunus (cherry, plum) pulses pummelo purple mangosteen purslane quince quinoa biscuit rabbiteye blueberry radish radish (var.) raisin bread rambutan rape rapeseed oil rapini red beetroot red bell pepper bitter gourd red clover red grape red huckleberry red onion red raspberry red rice redcurrant rice rice bread rocket salad black cabbage rocket salad (ssp.) romaine lettuce roman camomile root vegetables rose hip roselle rosemary rowal rowanberry rubus (blackberry, raspberry) black chokeberry rye rye bread sacred lotus safflower saffron sago palm salmonberry sapodilla saskatoon berry savoy cabbage black crowberry scarlet bean sea-buckthornberry semolina sesame sesame oil sesbania flower shallot shea tree shiitake silver linden black elderberry skunk currant small-leaf linden soft-necked garlic sorghum sorrel sour cherry sour orange sourdock sourdough soursop black huckleberry soybean oil sparkleberry spearmint spelt spinach squashberry star anise star fruit strawberry strawberry guava black mulberry sugar apple summer grape summer savory sunburst squash (pattypan squash) sunflower sunflower oil swamp cabbage swede sweet basil sweet bay black plum sweet cherry sweet marjoram sweet orange sweet potato sweet rowanberry swiss chard tamarind taro tarragon tartary buckwheat agave black radish tea leaf willow teff thistle thornless blackberry tinda tortilla towel gourd tree fern triticale tronchuda cabbage black raisin tropical highland blackberry turmeric turnip ucuhuba vaccinium (blueberry, cranberry, huckleberry) vanilla walnut wampee wasabi water spinach black raspberry watercress watermelon wax apple wax gourd welsh onion wheat wheat bread white bread white cabbage white lupine black salsify white mulberry white mustard white onion whole wheat bread wild carrot wild celery wild leek wild rice winged bean winter savory black walnut winter squash yali pear yam yardlong bean yau choy yautia yellow bell pepper yellow pond-lily yellow wax bean yellow zucchini black-eyed pea zwieback linseed oil blackberry blackcurrant bog bilberry borage alaska blueberry boysenberry brassicas brazil nut breadfruit breadnut tree seed breakfast cereal broad bean broccoli brussel sprouts buffalo currant alaska wild rhubarb bulgur burdock butternut butternut squash cabbage calabash canada blueberry cannellini bean canola oil cantaloupe melon albizia gummifera capers caraway cardamom cardoon carob carrot cascade huckleberry cashew nut cassava castanospermum australe alfalfa catjang pea cauliflower celeriac celery leaves celery stalks cereals and cereal products ceylon cinnamon chanterelle chayote cherimoya