vit-base-patch16-224-mascotas-DA

AugustoReies/vit-base-patch16-224-mascotas-DA

vit-base-patch16-224-mascotas-DA is a image classification model from AugustoReies. 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: Oct 4, 2024
Updated: Oct 4, 2024
SHA: 49fc872d

Base models

google/vit-base-patch16-224

Model card

From the Hugging Face model README

vit-base-patch16-224-mascotas-DA

This model is a fine-tuned version of google/vit-base-patch16-224 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1356
Accuracy: 0.9625

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: 0.00035
train_batch_size: 12
eval_batch_size: 12
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 48
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 6

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.3161	0.9849	49	0.1356	0.9625
0.157	1.9899	99	0.1231	0.95
0.1355	2.9950	149	0.1380	0.9625
0.0979	4.0	199	0.2714	0.925
0.0788	4.9849	248	0.2664	0.9375
0.0584	5.9095	294	0.2223	0.9375

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.19.1

Task: Image Classification
Library: transformers
Type: vit
License: apache-2.0
Created: Oct 4, 2024
Updated: Oct 4, 2024