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harisali9211/trocr-large-printed-e13b_tesseract_MICR_ocr_with_character

sourceHugging Faceupdated 2y agoView on Hugging Face
1likes134downloads
Model Card

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trocr-large-printed-e13btesseractMICRocrwith_character

This model is a fine-tuned version of microsoft/trocr-large-printed on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.1742
  • —Cer: 0.0032

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: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 2

Training results

Training LossEpochStepValidation LossCer
0.37281.08410.29800.0198
0.15512.016820.17420.0032

Framework versions

  • —Transformers 4.45.2
  • —Pytorch 2.1.0+cu118
  • —Datasets 3.2.0
  • —Tokenizers 0.20.3