Downloads · 30 days
8
2% of all-time downloads
convnext-large-384-22k-1k-finetuned-climbing-test1
AMead10/convnext-large-384-22k-1k-finetuned-climbing-test1
convnext-large-384-22k-1k-finetuned-climbing-test1 is a image classification model from AMead10. 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
472
Public
Parameters
196M
1.6 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors785 MB · 100%
At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- convnext
- Access
- Public
- Created
- May 2, 2024
- Updated
- May 2, 2024
- SHA
- a0cb9a64
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. -->
convnext-large-384-22k-1k-finetuned-climbing-test1
This model is a fine-tuned version of facebook/convnext-large-384-22k-1k on the imagefolder dataset. It achieves the following results on the evaluation set:
- Loss: 0.0935
- Accuracy: 0.9828
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: 16
- 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 |
|---|---|---|---|---|
| 0.6932 | 0.9796 | 12 | 0.0935 | 0.9828 |
| 0.1248 | 1.9592 | 24 | 0.0691 | 0.9828 |
| 0.0587 | 2.9388 | 36 | 0.0612 | 0.9828 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.0+cu121
- Datasets 2.18.0
- Tokenizers 0.19.1
- Task
- Image Classification
- Library
- transformers
- Type
- convnext
- License
- apache-2.0
- Created
- May 2, 2024
- Updated
- May 2, 2024