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videomae-surf-analytics
2nzi/videomae-surf-analytics
videomae-surf-analytics is a video classification model from 2nzi. 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
- May 12, 2024
- Updated
- Jun 9, 2024
- SHA
- 3ef3e956
Base models
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-2
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: 0.4272
- Accuracy: 0.9182
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: 4
- eval_batch_size: 4
- 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: 925
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.9244 | 0.2011 | 186 | 0.9936 | 0.5818 |
| 0.3114 | 1.2011 | 372 | 1.0746 | 0.6818 |
| 0.3265 | 2.2011 | 558 | 0.7547 | 0.8364 |
| 0.1401 | 3.2011 | 744 | 0.5196 | 0.9 |
| 0.0014 | 4.1957 | 925 | 0.4272 | 0.9182 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.1.0+cpu
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Video Classification
- Library
- transformers
- Type
- videomae
- License
- cc-by-nc-4.0
- Created
- May 12, 2024
- Updated
- Jun 9, 2024