genderage_convnext

ivensamdh/genderage_convnext

genderage_convnext is a image classification model from ivensamdh. 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: Jan 19, 2023
Updated: Jan 19, 2023
SHA: 9aac999b

Datasets

imagefolder

Model card

From the Hugging Face model README

genderage_convnext

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

Loss: 0.3896

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: 1e-05
train_batch_size: 11
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.5114	0.89	100	0.4998
0.425	1.79	200	0.4246
0.4124	2.68	300	0.4100
0.4034	3.57	400	0.4037
0.3938	4.46	500	0.3992
0.4021	5.36	600	0.3952
0.3843	6.25	700	0.3918
0.3804	7.14	800	0.3896

Framework versions

Transformers 4.25.1
Pytorch 1.13.1+cu117
Datasets 2.8.0
Tokenizers 0.13.2

Task: Image Classification
Library: transformers
Type: convnext
License: apache-2.0
Created: Jan 19, 2023
Updated: Jan 19, 2023