Downloads · 30 days
5
1% of all-time downloads
swin-tiny-patch4-window7-224_RCC_Classifierv3
Mahendra42/swin-tiny-patch4-window7-224_RCC_Classifierv3
swin-tiny-patch4-window7-224_RCC_Classifierv3 is a image classification model from Mahendra42. 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
431
Public
Repo size
552 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin110 MB · 100%
At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- swin
- Access
- Public
- Created
- Nov 2, 2023
- Updated
- Nov 3, 2023
- SHA
- 60862561
Base models
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. -->
swin-tiny-patch4-window7-224_RCC_Classifierv3
This model is a fine-tuned version of microsoft/swin-tiny-patch4-window7-224 on the imagefolder dataset. It achieves the following results on the evaluation set:
- Loss: 7.6560
- F1: 0.0
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: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.0095 | 1.0 | 118 | 2.6285 | 0.0 |
| 0.0038 | 2.0 | 236 | 5.5074 | 0.0 |
| 0.0001 | 3.0 | 354 | 5.7253 | 0.0 |
| 0.0111 | 4.0 | 472 | 6.6322 | 0.0 |
| 0.003 | 5.0 | 590 | 7.3159 | 0.0 |
| 0.0002 | 6.0 | 708 | 7.8263 | 0.0 |
| 0.0112 | 7.0 | 826 | 7.8469 | 0.0 |
| 0.0021 | 8.0 | 944 | 7.4348 | 0.0 |
| 0.0 | 9.0 | 1062 | 7.6901 | 0.0 |
| 0.0002 | 10.0 | 1180 | 7.6560 | 0.0 |
Framework versions
- Transformers 4.34.1
- Pytorch 1.12.1
- Datasets 2.14.5
- Tokenizers 0.14.1
- Task
- Image Classification
- Library
- transformers
- Type
- swin
- License
- apache-2.0
- Created
- Nov 2, 2023
- Updated
- Nov 3, 2023