Downloads · 30 days
7
27% of all-time downloads
Smart_Tour_CairoVersion1.01
yotasr/Smart_Tour_CairoVersion1.01
Smart_Tour_CairoVersion1.01 is a image classification model from yotasr. Use it when you need a label for an image. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
26
Public
Parameters
85.8M
1 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors343 MB · 100%
At a glance
- Task
- Image Classification
- Library
- transformers
- Model type
- vit
- Access
- Public
- Created
- Mar 21, 2024
- Updated
- Mar 22, 2024
- SHA
- efd15340
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. -->
Smart_Tour_CairoVersion1.01
This model is a fine-tuned version of yotasr/Smart_TourGuide on the imagefolder dataset. It achieves the following results on the evaluation set:
- Loss: 0.2307
- Accuracy: 0.9925
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
- gradient_accumulation_steps: 4
- 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: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.7947 | 0.99 | 84 | 0.6377 | 0.9917 |
| 0.3584 | 1.99 | 169 | 0.3134 | 0.9925 |
| 0.2561 | 3.0 | 254 | 0.2458 | 0.9925 |
| 0.2557 | 3.96 | 336 | 0.2307 | 0.9925 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Mar 21, 2024
- Updated
- Mar 22, 2024