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Cotton Disease Classification Using Vision Transformer and Visualizing Attention Maps

Sovit Ranjan RathSovit Ranjan Rath January 29, 2024January 29, 2024 4 Comments
Cotton Disease Classification Using Vision Transformer and Visualizing Attention Maps

In this article, we use Vision Transformer for Cotton Disease Classification and visualize the attention maps for the same. ...

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Spelling Correction using Hugging Face Transformers

Sovit Ranjan RathSovit Ranjan Rath January 22, 2024January 22, 2024 4 Comments
Spelling Correction using Hugging Face Transformers

In this article, we carry out spelling correction by training a T5 Transformer model from Hugging Face. ...

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SUNet: Swin Transformer for Image Denoising

Sovit Ranjan RathSovit Ranjan Rath January 15, 2024January 15, 2024 0 Comment
SUNet for image denoising

In this blog post, we explore the SUNet model for image denoising along with its architecture, training, and results. ...

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Image Classification using Swin Transformer

Sovit Ranjan RathSovit Ranjan Rath January 8, 2024January 8, 2024 13 Comments
Image Classification using Swin Transformer

In this article, we carry out image classification using Swin Transformer and train it on the Food-101 Tiny dataset. ...

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Text Generation with Transformers

Sovit Ranjan RathSovit Ranjan Rath January 1, 2024January 1, 2024 0 Comments
Transformer decoder for text generation

In this blog post, we train text generation Transformers model using the PyTorch deep learning framework. ...

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