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convnext-tiny-224-finetuned-Human_Action_Recognition-albumentations
gulsmyigit/convnext-tiny-224-finetuned-Human_Action_Recognition-albumentations
convnext-tiny-224-finetuned-Human_Action_Recognition-albumentations is a image classification model from gulsmyigit. Use it when you need a label for an image. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- convnext
- Access
- Public
- Created
- May 26, 2024
- Updated
- May 26, 2024
- SHA
- 2497db89
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. -->
convnext-tiny-224-finetuned-Human_Action_Recognition-albumentations
This model is a fine-tuned version of facebook/convnext-tiny-224 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.2847
- Accuracy: 0.7111
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: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 2.1936 | 0.9915 | 88 | 1.9662 | 0.5929 |
| 1.5495 | 1.9944 | 177 | 1.4167 | 0.6817 |
| 1.4223 | 2.9746 | 264 | 1.2847 | 0.7111 |
Framework versions
- Transformers 4.41.0
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Image Classification
- Library
- transformers
- Type
- convnext
- License
- apache-2.0
- Created
- May 26, 2024
- Updated
- May 26, 2024