Downloads · 30 days
5
1% of all-time downloads
resnet-18-dungeons-001
griffio/resnet-18-dungeons-001
resnet-18-dungeons-001 is a image classification model from griffio. 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
602
Public
Parameters
11.2M
1.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors44.8 MB · 100%
At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- resnet
- Access
- Public
- Created
- Nov 11, 2024
- Updated
- Nov 11, 2024
- SHA
- 8c39315b
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. -->
resnet-18-dungeons-001
This model is a fine-tuned version of microsoft/resnet-18 on the imagefolder dataset. It achieves the following results on the evaluation set:
- Loss: 1.1886
- Accuracy: 0.5
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: 1e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine_with_restarts
- lr_scheduler_warmup_steps: 100
- num_epochs: 85
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.0594 | 6.6667 | 10 | 1.3086 | 0.5833 |
| 0.0973 | 13.3333 | 20 | 1.3523 | 0.5 |
| 0.068 | 20.0 | 30 | 1.2428 | 0.5833 |
| 0.0671 | 26.6667 | 40 | 1.2280 | 0.5833 |
| 0.0527 | 33.3333 | 50 | 1.2677 | 0.5833 |
| 0.0592 | 40.0 | 60 | 1.2846 | 0.5833 |
| 0.0446 | 46.6667 | 70 | 1.2210 | 0.5833 |
| 0.0565 | 53.3333 | 80 | 1.1886 | 0.5 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.5.0+cu121
- Datasets 3.1.0
- Tokenizers 0.19.1
- Task
- Image Classification
- Library
- transformers
- Type
- resnet
- License
- apache-2.0
- Created
- Nov 11, 2024
- Updated
- Nov 11, 2024