ViT / README.md
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metadata
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

Example Images

defocused_blurred

defocused_blurred

motion_blurred

motion_blurred

sharp

sharp