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videomae-base-finetuned-ucf101-subset_fhbh_colab
Mayank1996/videomae-base-finetuned-ucf101-subset_fhbh_colab
videomae-base-finetuned-ucf101-subset_fhbh_colab is a video classification model from Mayank1996. 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
- Sep 24, 2024
- Updated
- Sep 24, 2024
- SHA
- 9977f3b0
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-ucf101-subset_fhbh_colab
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: 0.6292
- Accuracy: 0.75
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: 1
- eval_batch_size: 1
- 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: 48
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.6714 | 0.25 | 12 | 0.6292 | 0.75 |
| 0.5293 | 1.25 | 24 | 0.9094 | 0.3333 |
| 0.752 | 2.25 | 36 | 1.1135 | 0.4167 |
| 1.2968 | 3.25 | 48 | 1.1206 | 0.5 |
Framework versions
- Transformers 4.44.2
- Pytorch 1.13.0+cu117
- Datasets 3.0.0
- Tokenizers 0.19.1
- Task
- Video Classification
- Library
- transformers
- Type
- videomae
- License
- cc-by-nc-4.0
- Created
- Sep 24, 2024
- Updated
- Sep 24, 2024