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title: Video Vision Transformer on medmnist
emoji: 🧑‍⚕️
colorFrom: red
colorTo: green
sdk: gradio
app_file: app.py
pinned: false
license: apache-2.0
library_name: keras

Keras Implementation of Video Vision Transformer on medmnist

This repo contains the model to this Keras example on Video Vision Transformer.

Background Information

This example implements ViViT: A Video Vision Transformer by Arnab et al., a pure Transformer-based model for video classification. The authors propose a novel embedding scheme and a number of Transformer variants to model video clips.

Datasets

We use the MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification dataset.