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vishalkatheriya18/
convnextv2-tiny-1k-224-finetuned-bottomwear-v2

Name: convnextv2-tiny-1k-224-finetuned-bottomwear-v2
Availability: InStock

safetensors

convnextv2

generated_from_trainer

imagefolder

facebook/convnextv2-tiny-1k-224

finetune

apache-2.0

model-index

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convnextv2-tiny-1k-224-finetuned-bottomwear-v2

This model is a fine-tuned version of facebook/convnextv2-tiny-1k-224 on the imagefolder dataset. It achieves the following results on the evaluation set:

Loss: 0.3267
Accuracy: 0.8981
Precision: 0.9001

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: 10
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision
No log	1.0	87	1.3349	0.6852	0.7395
No log	2.0	174	0.7869	0.8426	0.8543
No log	3.0	261	0.6571	0.8472	0.8712
No log	4.0	348	0.4293	0.9028	0.9122
No log	5.0	435	0.4030	0.8935	0.8953
0.916	6.0	522	0.4251	0.8657	0.8787
0.916	7.0	609	0.3536	0.8889	0.8936
0.916	8.0	696	0.3611	0.8796	0.8833
0.916	9.0	783	0.3267	0.8981	0.9001
0.916	10.0	870	0.3526	0.8796	0.8972
0.916	11.0	957	0.3694	0.8981	0.9100
0.3192	12.0	1044	0.3694	0.8935	0.9007

Framework versions

Transformers 4.44.0
Pytorch 2.4.0
Datasets 2.21.0
Tokenizers 0.19.1

vishalkatheriya18/convnextv2-tiny-1k-224-finetuned-bottomwear-v2

convnextv2-tiny-1k-224-finetuned-bottomwear-v2

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

vishalkatheriya18/
convnextv2-tiny-1k-224-finetuned-bottomwear-v2