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tahawarsi360/videomae-base-finetuned-cricket-classification

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

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videomae-base-finetuned-cricket-classification

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: 0.3123
  • —Accuracy: 0.9452

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: 1
  • —evalbatchsize: 1
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_ratio: 0.1
  • —training_steps: 288

Training results

Training LossEpochStepValidation LossAccuracy
0.76990.25720.53520.8493
0.1271.251440.59930.8356
0.00192.252160.21000.9589
0.00073.252880.31230.9452

Framework versions

  • —Transformers 4.30.2
  • —Pytorch 2.0.1+cpu
  • —Datasets 2.13.1
  • —Tokenizers 0.13.3