Downloads · 30 days
1.3K
3% of all-time downloads
closed_eyes_image_detection
dima806/closed_eyes_image_detection
closed_eyes_image_detection is a image classification model from dima806. 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.
Returns whether there is an open or a closed eye given an image from surrounding area with about 99% accuracy.
All-time downloads
43.7K
Public
Parameters
85.8M
4.1 GB on disk
Likes
7
Public
Repo makeup
Click a slice to open those files.
.pt1.4 GB · 50%
At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- vit
- Access
- Public
- Created
- Oct 22, 2023
- Updated
- Oct 19, 2024
- SHA
- 8a2180a6
Base models
Model card
From the Hugging Face model README
Returns whether there is an open or a closed eye given an image from surrounding area with about 99% accuracy.
See https://www.kaggle.com/code/dima806/closed-eye-image-detection-vit for more details.
Classification report:
precision recall f1-score support
closeEye 0.9921 0.9888 0.9904 4296
openEye 0.9889 0.9921 0.9905 4295
accuracy 0.9905 8591
macro avg 0.9905 0.9905 0.9905 8591
weighted avg 0.9905 0.9905 0.9905 8591
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Hf Inference
- live
- Created
- Oct 22, 2023
- Updated
- Oct 19, 2024