ViT / README.md
Enayat's picture
Update README.md
a6e3a89
---
tags:
- image-classification
- pytorch
- huggingpics
metrics:
- accuracy
model-index:
- name: ViT
results:
- task:
name: Image Classification
type: image-classification
metrics:
- name: Accuracy
type: accuracy
value: 0.9299362897872925
---
# ViT
Created a Simple Image Classifier using ViT Transformers, custom trained on blur-dataset with an acc of about 93%.
The Dataset link : https://www.kaggle.com/datasets/kwentar/blur-dataset
## Architecture
![architecture](images/arch.gif)
## Example Images
#### defocused_blurred
![defocused_blurred](images/defocused_blurred.JPG)
#### motion_blurred
![motion_blurred](images/motion_blurred.JPG)
#### sharp
![sharp](images/sharp.JPG)