Downloads · 30 days
21
3% of all-time downloads
ms-resnet-18-kor-movie-binary-classification
kakarooky/ms-resnet-18-kor-movie-binary-classification
ms-resnet-18-kor-movie-binary-classification is a image classification model from kakarooky. 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
612
Public
Parameters
11.2M
44.8 MB 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 27, 2024
- Updated
- Nov 27, 2024
- SHA
- 9f2bbbbd
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. -->
results
This model is a fine-tuned version of microsoft/resnet-18 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0032
- Accuracy: 0.9997
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
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.4431 | 1.0 | 1744 | 0.2970 | 0.8746 |
| 0.3311 | 2.0 | 3488 | 0.1297 | 0.9613 |
| 0.1967 | 3.0 | 5232 | 0.0333 | 0.9945 |
| 0.0671 | 4.0 | 6976 | 0.0094 | 0.9987 |
| 0.1663 | 5.0 | 8720 | 0.0032 | 0.9997 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.5.1+cu124
- Datasets 3.1.0
- Tokenizers 0.19.1
- Task
- Image Classification
- Library
- transformers
- Type
- resnet
- License
- apache-2.0
- Created
- Nov 27, 2024
- Updated
- Nov 27, 2024