dummy-fashion-classification

agestau/dummy-fashion-classification

dummy-fashion-classification is a image classification model from agestau. 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. --

Downloads · 30 days

1% of all-time downloads

All-time downloads

687

Public

Repo size

442 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin110 MB · 100%

At a glance

Task: Image Classification
Library: transformers
License: apache-2.0
Model type: swin
Access: Public
Created: May 13, 2023
Updated: May 13, 2023
SHA: 256a2150

Model card

From the Hugging Face model README

dummy-fashion-classification

This model is a fine-tuned version of microsoft/swin-tiny-patch4-window7-224 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1122
Accuracy: 0.9665

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: 32
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 128
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
0.3331	1.0	294	0.1725	0.9519
0.296	2.0	588	0.1323	0.9591
0.2484	3.0	882	0.1122	0.9665

Framework versions

Transformers 4.28.0
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Task: Image Classification
Library: transformers
Type: swin
License: apache-2.0
Created: May 13, 2023
Updated: May 13, 2023