serverless-roomsort

ShuaHousetable/serverless-roomsort

serverless-roomsort is a image classification model from ShuaHousetable. 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: beit
Access: Public
Created: Oct 2, 2022
Updated: Nov 13, 2022
SHA: 2900f1e5

Model card

From the Hugging Face model README

serverless-roomsort

This model is a fine-tuned version of microsoft/beit-base-patch16-224-pt22k-ft22k on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0394
Accuracy: 0.9892

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: 2e-05
train_batch_size: 16
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.7844	1.0	762	0.0608	0.9791
0.0361	2.0	1524	0.0626	0.9830
0.0149	3.0	2286	0.0468	0.9879
0.0027	4.0	3048	0.0394	0.9892
0.0017	5.0	3810	0.0486	0.9889

Framework versions

Transformers 4.17.0
Pytorch 1.10.2+cu113
Datasets 1.18.4
Tokenizers 0.13.0

Task: Image Classification
Library: transformers
Type: beit
License: apache-2.0
Created: Oct 2, 2022
Updated: Nov 13, 2022