convnext-tiny-finetuned-beans

mrm8488/convnext-tiny-finetuned-beans

convnext-tiny-finetuned-beans is a image classification model from mrm8488. 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: convnext
Access: Public
Created: Apr 25, 2022
Updated: Apr 25, 2022
SHA: 66af9fdb

Datasets

beans

Model card

From the Hugging Face model README

convnext-tiny-finetuned-beans

This model is a fine-tuned version of facebook/convnext-tiny-224 on the beans dataset. It achieves the following results on the evaluation set:

Loss: 0.1255
Accuracy: 0.9609

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: 7171
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	37	0.6175	0.8828
No log	2.0	74	0.2307	0.9609
0.5237	3.0	111	0.1406	0.9531
0.5237	4.0	148	0.1165	0.9688
0.5237	5.0	185	0.1255	0.9609

Framework versions

Transformers 4.18.0
Pytorch 1.10.0+cu111
Datasets 2.1.0
Tokenizers 0.12.1

Task: Image Classification
Library: transformers
Type: convnext
License: apache-2.0
Created: Apr 25, 2022
Updated: Apr 25, 2022