Downloads · 30 days
9
0% of all-time downloads
deit-base-page-filter
jabo/deit-base-page-filter
deit-base-page-filter is a image classification model from jabo. Use it when you need a label for an image. It is set up for transformers. The card lists the license as mit.
All-time downloads
1.9K
Public
Parameters
86.1M
5.2 GB on disk
Likes
1
Public
Repo makeup
Click a slice to open those files.
.bin344 MB · 50%
At a glance
- Task
- Image Classification
- Library
- transformers
- License
- mit
- Model type
- vit
- Access
- Public
- Created
- Jun 10, 2024
- Updated
- Jun 13, 2024
- SHA
- ebf5f984
Model card
From the Hugging Face model README
...
Page Filtering
Model to identify pages in children's books of the long 19th century (ca. 1789-1914) that contain illustrations. It is used to filter non-relevant pages without illustrations trained on hand-coded data.
Results on our validation dataset:
| f1score | precision | recall | accuracy | |
|---|---|---|---|---|
| not-relevant | 99.63 | 100 | 99.26 | - |
| relevant-cover | 85.71 | 75 | 100 | - |
| relevant-page | 100 | 100 | 100 | - |
| Macro Avg. | 95.11 | 91.67 | 99.75 | 99.37 |
Dataset:
| data | train | test | |
|---|---|---|---|
| not-relevant | 902 | 631 | 271 |
| relevant-cover | 20 | 14 | 6 |
| relevant-page | 136 | 95 | 41 |
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- mit
- Languages
- en
- Created
- Jun 10, 2024
- Updated
- Jun 13, 2024