Downloads · 30 days
25
0% of all-time downloads
day-night
Woleek/day-night
day-night is a image classification model from Woleek. Use it when you need a label for an image. It is set up for transformers. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
All-time downloads
45.4K
Public
Repo size
111 MB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.bin5.6 MB · 99%
At a glance
- Task
- Image Classification
- Library
- transformers
- License
- other
- Model type
- mobilenet_v2
- Access
- Public
- Created
- Aug 30, 2023
- Updated
- Aug 31, 2023
- SHA
- 53564db2
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. -->
day-night
This model is a fine-tuned version of google/mobilenet_v2_0.75_160 on the imagefolder dataset. It achieves the following results on the evaluation set:
- Loss: 0.0117
- Accuracy: 0.9965
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: 0.0001
- train_batch_size: 10
- eval_batch_size: 8
- 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 |
|---|---|---|---|---|
| 0.0899 | 0.6 | 200 | 0.0934 | 0.9711 |
| 0.026 | 1.19 | 400 | 0.0225 | 0.9942 |
| 0.0689 | 1.79 | 600 | 1.5236 | 0.7032 |
| 0.0193 | 2.38 | 800 | 0.0117 | 0.9965 |
| 0.028 | 2.98 | 1000 | 0.0186 | 0.9919 |
| 0.0159 | 3.57 | 1200 | 0.0150 | 0.9954 |
| 0.0194 | 4.17 | 1400 | 0.0369 | 0.9919 |
| 0.0081 | 4.76 | 1600 | 0.0471 | 0.9850 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu117
- Datasets 2.14.4
- Tokenizers 0.13.3
- Task
- Image Classification
- Library
- transformers
- Type
- mobilenet_v2
- License
- other
- Created
- Aug 30, 2023
- Updated
- Aug 31, 2023