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muhammaddjunas/cvt-13-finetuned-waste

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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cvt-13-finetuned-waste

This model is a fine-tuned version of microsoft/cvt-13 on the imagefolder dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0000
  • —Accuracy: 1.0

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
  • —trainbatchsize: 32
  • —evalbatchsize: 32
  • —seed: 42
  • —gradientaccumulationsteps: 4
  • —totaltrainbatch_size: 128
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_ratio: 0.1
  • —num_epochs: 3

Training results

Training LossEpochStepValidation LossAccuracy
0.17150.991170.00001.0
0.11941.992340.00001.0
0.14962.993510.00001.0

Framework versions

  • —Transformers 4.26.0
  • —Pytorch 1.13.1+cu116
  • —Datasets 2.9.0
  • —Tokenizers 0.13.2