carolinetfls/plant-seedlings-model-aug-3

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plant-seedlings-model-aug-3

This model is a fine-tuned version of google/vit-base-patch16-224 on the imagefolder dataset. It achieves the following results on the evaluation set:

• —eval_loss: 0.2365
• —eval_accuracy: 0.9613
• —eval_runtime: 29.5637
• —evalsamplesper_second: 61.224
• —evalstepsper_second: 7.678
• —epoch: 23.4
• —step: 4400

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: 0.0002
• —trainbatchsize: 16
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 24
• —mixedprecisiontraining: Native AMP

Framework versions

• —Transformers 4.28.1
• —Pytorch 2.0.0+cu118
• —Datasets 2.11.0
• —Tokenizers 0.13.3