my_awesome_food_model

sofa566/my_awesome_food_model

my_awesome_food_model is a image classification model from sofa566. Use it when you need a label for an image. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Image Classification
Library: transformers
License: apache-2.0
Model type: vit
Access: Public
Created: May 17, 2023
Updated: May 17, 2023
SHA: 2352b458

Datasets

food101

Model card

From the Hugging Face model README

my_awesome_food_model

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:

Loss: 1.5900
Accuracy: 0.895

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: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
2.6922	0.99	62	2.4807	0.855
1.8224	2.0	125	1.7453	0.9
1.5629	2.98	186	1.5900	0.895

Framework versions

Transformers 4.29.1
Pytorch 1.12.1
Datasets 2.11.0
Tokenizers 0.11.0

Task: Image Classification
Library: transformers
Type: vit
License: apache-2.0
Created: May 17, 2023
Updated: May 17, 2023