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Transformer Neural Network: Revolutionizing Sequence Transduction

Sovit Ranjan RathSovit Ranjan Rath October 23, 2023October 23, 2023 20 Comments
Transformer Neural Network Revolutionizing Sequence Transduction

In this article, we cover the summary of the Transformer neural network by breaking down the components of the Attention is All You Need paper. ...

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Pretraining Faster RCNN ViT Detection Model on Pascal VOC

Sovit Ranjan RathSovit Ranjan Rath October 16, 2023October 16, 2023 12 Comments
Pretraining Faster RCNN ViT Detection Model on Pascal VOC

In this article, we carry out the pretraining of the Faster RCNN ViT detection model on the Pascal VOC object detection dataset. ...

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Malaria Classification with Vision Transformer and PyTorch

Sovit Ranjan RathSovit Ranjan Rath October 9, 2023October 9, 2023 6 Comments
Malaria Classification with Vision Transformer and PyTorch

In this article, we train Vision Transformer on a simple malaria classification dataset, run inference, and visualize attention maps. ...

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Detecting Driver Distractions using Deep Learning and PyTorch in Real Time

Sovit Ranjan RathSovit Ranjan Rath October 2, 2023October 2, 2023 0 Comment
Detecting Driver Distractions using Deep Learning and PyTorch in Real-Time

In this article, we train an image classification model for detecting driver distractions in real-time. ...

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Using Pretrained GloVe Embeddings in PyTorch

Sovit Ranjan RathSovit Ranjan Rath September 25, 2023September 25, 2023 2 Comments
Using Pretrained GloVe Embeddings in PyTorch

In this article, we explore how to use pretrained pretrained GloVe embeddings from Torchtext to build a simple text classification model. ...

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