# Food Classifier
This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the food101 dataset. It achieves the following results on the evaluation set:
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- **Evaluation loss:** 0.7166455984115601
- **Accuracy:** 0.8753663366336634


## Model Details
A model that can detect 101 variety of food.
### Model Description

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- **Developed by:** Dricz
- **Model type:** Image classification
- **Language(s) (NLP):** English
- **Finetuned from model:** google/vit-base-patch16-224-in21k


## Training Details

### Training Data
- **training_loss: 1.7299224627936907**
- **train_runtime:** 3538
- **train_samples_per_second:** 21.409
- **train_steps_per_second:** 1.338
- **total_flos:** 5.8752267138432e+18
- **train_loss:** 1.7299224627936907
- **epoch:** 1.0

#### Training Hyperparameters

The following hyperparameters were used during training:

- **learning_rate:** 5e-05
- **train_batch_size**: 16
- **seed:** 42
- **optimizer:** Adam with betas=(0.9,0.999) and epsilon=1e-08
- **lr_scheduler_type:** linear
- **num_epochs:** 1

## Evaluation

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- **eval_loss:** 0.7166455984115601
- **eval_accuracy:** 0.8753663366336634 
- **eval_runtime:** 446.9362
- **eval_steps_per_second:** 3.533
- **epoch:** 1.0

apple_pie baby_back_ribs bruschetta waffles caesar_salad cannoli caprese_salad carrot_cake ceviche cheesecake cheese_plate chicken_curry chicken_quesadilla baklava chicken_wings chocolate_cake chocolate_mousse churros clam_chowder club_sandwich crab_cakes creme_brulee croque_madame cup_cakes beef_carpaccio deviled_eggs donuts dumplings edamame eggs_benedict escargots falafel filet_mignon fish_and_chips foie_gras beef_tartare french_fries french_onion_soup french_toast fried_calamari fried_rice frozen_yogurt garlic_bread gnocchi greek_salad grilled_cheese_sandwich beet_salad grilled_salmon guacamole gyoza hamburger hot_and_sour_soup hot_dog huevos_rancheros hummus ice_cream lasagna beignets lobster_bisque lobster_roll_sandwich macaroni_and_cheese macarons miso_soup mussels nachos omelette onion_rings oysters bibimbap pad_thai paella pancakes panna_cotta peking_duck pho pizza pork_chop poutine prime_rib bread_pudding pulled_pork_sandwich ramen ravioli red_velvet_cake risotto samosa sashimi scallops seaweed_salad shrimp_and_grits breakfast_burrito spaghetti_bolognese spaghetti_carbonara spring_rolls steak strawberry_shortcake sushi tacos takoyaki tiramisu tuna_tartare