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timesformer-base-finetuned-k400-finetuned-ucf101-subset
Alexis13AI/timesformer-base-finetuned-k400-finetuned-ucf101-subset
timesformer-base-finetuned-k400-finetuned-ucf101-subset is a video classification model from Alexis13AI. 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
- timesformer
- Access
- Public
- Created
- Feb 20, 2024
- Updated
- Feb 20, 2024
- SHA
- 39ebb2c2
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. -->
timesformer-base-finetuned-k400-finetuned-ucf101-subset
This model is a fine-tuned version of facebook/timesformer-base-finetuned-k400 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0026
- Accuracy: 1.0
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: 3
- eval_batch_size: 3
- 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: 174
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 1.1644 | 0.17 | 29 | 0.3450 | 1.0 |
| 0.6206 | 1.17 | 58 | 0.2983 | 1.0 |
| 0.3681 | 2.17 | 87 | 0.0074 | 1.0 |
| 0.5696 | 3.17 | 116 | 0.0178 | 1.0 |
| 0.2228 | 4.17 | 145 | 0.0030 | 1.0 |
| 0.032 | 5.17 | 174 | 0.0026 | 1.0 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2
- Task
- Video Classification
- Library
- transformers
- Type
- timesformer
- License
- cc-by-nc-4.0
- Created
- Feb 20, 2024
- Updated
- Feb 20, 2024