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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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Training Vision Transformer from Scratch

Sovit Ranjan RathSovit Ranjan Rath September 18, 2023September 18, 2023 8 Comments
Training Vision Transformer from Scratch

In this article, we train the Vision Transformer model from scratch using the PyTorch Deep Learning framework. ...

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Vision Transformer from Scratch – PyTorch Implementation

Sovit Ranjan RathSovit Ranjan Rath September 11, 2023September 11, 2023 23 Comments
Vision Transformer from Scratch – PyTorch Implementation

In this article, we implement the Vision Transformer model from scratch using PyTorch ...

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Fine Tuning Vision Transformer and Visualizing Attention Maps

Sovit Ranjan RathSovit Ranjan Rath September 4, 2023September 4, 2023 10 Comments
Fine Tuning Vision Transformer and Visualizing Attention Maps

In this article, we fine tune the Vision Transformer model on a custom image classification dataset and visualize the attention maps. ...

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