Downloads · 30 days
6
0% of all-time downloads
convnext-large-224-22k-1k-LongSleeveCleanedData
Soulaimen/convnext-large-224-22k-1k-LongSleeveCleanedData
convnext-large-224-22k-1k-LongSleeveCleanedData is a image classification model from Soulaimen. 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. --
All-time downloads
18K
Public
Repo size
8.6 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin785 MB · 100%
At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- convnext
- Access
- Public
- Created
- May 8, 2023
- Updated
- May 8, 2023
- SHA
- 4cfe9c9d
Datasets
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-large-224-22k-1k-LongSleeveCleanedData
This model is a fine-tuned version of facebook/convnext-large-224-22k-1k on the imagefolder dataset. It achieves the following results on the evaluation set:
- Loss: 0.0060
- Accuracy: 0.9989
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
- gradient_accumulation_steps: 7
- total_train_batch_size: 56
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.01
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.0805 | 0.99 | 143 | 0.0092 | 0.9978 |
| 0.0396 | 2.0 | 287 | 0.0060 | 0.9989 |
| 0.0382 | 3.0 | 431 | 0.0049 | 0.9989 |
| 0.0394 | 4.0 | 575 | 0.0035 | 0.9978 |
| 0.0269 | 5.0 | 719 | 0.0033 | 0.9989 |
| 0.0249 | 6.0 | 863 | 0.0035 | 0.9989 |
| 0.0388 | 7.0 | 1007 | 0.0058 | 0.9989 |
| 0.0175 | 7.99 | 1150 | 0.0039 | 0.9989 |
| 0.041 | 9.0 | 1294 | 0.0022 | 0.9989 |
| 0.0432 | 9.94 | 1430 | 0.0025 | 0.9989 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Image Classification
- Library
- transformers
- Type
- convnext
- License
- apache-2.0
- Created
- May 8, 2023
- Updated
- May 8, 2023