Shawon16 / VideoMAE_BdSLW60_FrameRateCorrected_withoutAug

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: -1
30-day runs: -3
Model's Last Updated: November 14 2024
video-classification

Introduction of VideoMAE_BdSLW60_FrameRateCorrected_withoutAug

Model Details of VideoMAE_BdSLW60_FrameRateCorrected_withoutAug

VideoMAE_BdSLW60_FrameRateCorrected_withoutAug

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: 0.7568
  • Accuracy: 0.8080
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
  • train_batch_size: 2
  • eval_batch_size: 2
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 8
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • training_steps: 22400
Training results
Training Loss Epoch Step Validation Loss Accuracy
3.1009 0.0400 897 2.3993 0.5082
0.3152 1.0401 1795 0.2117 0.9612
0.0363 2.0401 2693 0.0375 0.9918
0.0431 3.0401 3591 0.0841 0.9765
0.0554 4.0400 4488 0.0323 0.9941
0.0467 5.0401 5386 0.0614 0.9835
0.0324 6.0401 6284 0.0944 0.9859
0.0381 7.0401 7182 0.0583 0.9871
0.0039 8.0400 8079 0.0307 0.9918
0.0149 9.0401 8977 0.0694 0.9859
Framework versions
  • Transformers 4.44.2
  • Pytorch 2.4.1+cu121
  • Datasets 2.19.2
  • Tokenizers 0.19.1

Runs of Shawon16 VideoMAE_BdSLW60_FrameRateCorrected_withoutAug on huggingface.co

4
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
-3
30-day runs

More Information About VideoMAE_BdSLW60_FrameRateCorrected_withoutAug huggingface.co Model

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VideoMAE_BdSLW60_FrameRateCorrected_withoutAug huggingface.co

VideoMAE_BdSLW60_FrameRateCorrected_withoutAug huggingface.co is an AI model on huggingface.co that provides VideoMAE_BdSLW60_FrameRateCorrected_withoutAug's model effect (), which can be used instantly with this Shawon16 VideoMAE_BdSLW60_FrameRateCorrected_withoutAug model. huggingface.co supports a free trial of the VideoMAE_BdSLW60_FrameRateCorrected_withoutAug model, and also provides paid use of the VideoMAE_BdSLW60_FrameRateCorrected_withoutAug. Support call VideoMAE_BdSLW60_FrameRateCorrected_withoutAug model through api, including Node.js, Python, http.

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VideoMAE_BdSLW60_FrameRateCorrected_withoutAug install

VideoMAE_BdSLW60_FrameRateCorrected_withoutAug is an open source model from GitHub that offers a free installation service, and any user can find VideoMAE_BdSLW60_FrameRateCorrected_withoutAug on GitHub to install. At the same time, huggingface.co provides the effect of VideoMAE_BdSLW60_FrameRateCorrected_withoutAug install, users can directly use VideoMAE_BdSLW60_FrameRateCorrected_withoutAug installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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