convnext-tiny-224-finetuned-aiornot

kanak8278/convnext-tiny-224-finetuned-aiornot

convnext-tiny-224-finetuned-aiornot is a image classification model from kanak8278. 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: Mar 20, 2023
Updated: Mar 20, 2023
SHA: a26b81da

Model card

From the Hugging Face model README

convnext-tiny-224-finetuned-aiornot

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

Loss: 0.1051
Accuracy: 0.9608

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: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 32
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
0.2188	1.0	523	0.1419	0.9431
0.0957	2.0	1047	0.1018	0.9592
0.0847	3.0	1569	0.1051	0.9608

Framework versions

Transformers 4.27.1
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2

Task: Image Classification
Library: transformers
Type: convnext
License: apache-2.0
Created: Mar 20, 2023
Updated: Mar 20, 2023