
# 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)
{"tags": ["image-classification", "pytorch", "huggingpics"], "metrics": ["accuracy"]}
transformers pytorch tensorboard vit image-classification huggingpics model-index autotrain_compatible endpoints_compatible region:us
TAGS
#transformers #pytorch #tensorboard #vit #image-classification #huggingpics #model-index #autotrain_compatible #endpoints_compatible #region-us 


# ViT

Created a Simple Image Classifier using ViT Transformers, custom trained on blur-dataset with an acc of about 93%.
The Dataset link : URL

## Architecture

!architecture

## Example Images


#### defocused_blurred

!defocused_blurred
#### motion_blurred

!motion_blurred

#### sharp

!sharp
# ViT

Created a Simple Image Classifier using ViT Transformers, custom trained on blur-dataset with an acc of about 93%.
The Dataset link : URL ## Architecture

!architecture ## Example Images #### defocused_blurred

!defocused_blurred #### motion_blurred

!motion_blurred #### sharp

!sharp
TAGS
#transformers #pytorch #tensorboard #vit #image-classification #huggingpics #model-index #autotrain_compatible #endpoints_compatible #region-us 
 # ViT

Created a Simple Image Classifier using ViT Transformers, custom trained on blur-dataset with an acc of about 93%.
The Dataset link : URL ## Architecture

!architecture ## Example Images #### defocused_blurred

!defocused_blurred #### motion_blurred

!motion_blurred #### sharp

!sharp
TAGS
#transformers #pytorch #tensorboard #vit #image-classification #huggingpics #model-index #autotrain_compatible #endpoints_compatible #region-us 
# ViT

Created a Simple Image Classifier using ViT Transformers, custom trained on blur-dataset with an acc of about 93%.
The Dataset link : URL## Architecture

!architecture## Example Images#### defocused_blurred

!defocused_blurred#### motion_blurred

!motion_blurred#### sharp

!sharp