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videomae-base-finetuned-RealLifeViolenceSituations-subset
dangle124/videomae-base-finetuned-RealLifeViolenceSituations-subset
videomae-base-finetuned-RealLifeViolenceSituations-subset is a video classification model from dangle124. Use it for the video classification task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as cc-by-nc-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Video Classification
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- videomae
- Access
- Public
- Created
- Mar 15, 2023
- Updated
- Mar 23, 2023
- SHA
- 029966ac
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
videomae-base-finetuned-RealLifeViolenceSituations-subset
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: 0.1618
- Accuracy: 0.9533
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- training_steps: 800
Training results
| Training Loss | Epoch | Step | Accuracy | Validation Loss |
|---|---|---|---|---|
| 0.1065 | 0.25 | 200 | 0.9598 | 0.1470 |
| 0.067 | 1.25 | 400 | 0.9625 | 0.1415 |
| 0.0058 | 2.25 | 600 | 0.9625 | 0.1415 |
| 0.0274 | 3.25 | 800 | 0.9625 | 0.1415 |
| 0.0274 | 1.0 | 801 | 0.1411 | 0.9626 |
Framework versions
- Transformers 4.27.2
- Pytorch 1.13.1
- Datasets 2.10.1
- Tokenizers 0.13.2
- Task
- Video Classification
- Library
- transformers
- Type
- videomae
- License
- cc-by-nc-4.0
- Created
- Mar 15, 2023
- Updated
- Mar 23, 2023