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athmurikarthik/videomae-base-less_accuracy-action_detection

sourceHugging Facecc-by-nc-4.0updated 3y agoView on Hugging Face
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Model Card

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videomae-base-lessaccuracy-actiondetection

This model is a fine-tuned version of MCG-NJU/videomae-base on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.8868
  • —Accuracy: 0.5391

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: 2
  • —evalbatchsize: 2
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_ratio: 0.1
  • —training_steps: 1216

Training results

Training LossEpochStepValidation LossAccuracy
1.24630.253051.16090.6420
1.20481.256102.48360.3210
0.94622.259152.21880.5021
1.28193.2512161.88680.5391

Framework versions

  • —Transformers 4.37.2
  • —Pytorch 2.1.2+cu121
  • —Datasets 2.16.1
  • —Tokenizers 0.15.1