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Implementing ResNet18 in PyTorch from Scratch

Sovit Ranjan RathSovit Ranjan Rath September 19, 2022September 19, 2022 8 Comments
Implementing ResNet18 in PyTorch from Scratch

In this blog post, we implement the ResNet18 model from scratch using the PyTorch Deep Learning framework. ...

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Running Inference using HybridNets End-to-End Network

Sovit Ranjan RathSovit Ranjan Rath September 12, 2022September 12, 2022 7 Comments
Running Inference using HybridNets End-to-End Network

In this blog post, we run comprehensive inference experiments using the HybridNets neural network model. ...

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HybridNets – Paper Explanation

Sovit Ranjan RathSovit Ranjan Rath September 5, 2022September 5, 2022 4 Comments
HybridNets – Paper Explanation

In this post, we discuss the HybridNets paper along with the network architecture, experiment, and results. ...

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Introduction to HybridNets using PyTorch

Sovit Ranjan RathSovit Ranjan Rath August 29, 2022August 29, 2022 4 Comments
Introduction to HybridNets using PyTorch

This post introduces the HybridNets neural network architecture using PyTorch. We go through a brief explanation and inference on videos. ...

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A Detailed Comparison Between PyTorch IMAGENET1K_V1 and IMAGENET1K_V2 Weights

Sovit Ranjan RathSovit Ranjan Rath August 22, 2022August 22, 2022 6 Comments
A Detailed Comparison Between PyTorch IMAGENET1K_V1 and IMAGENET1K_V2 Weights

In this post, we carry out a detailed comparison between PyTorch IMAGENET1K_V1 and IMAGENET1K_V2 weights using the ResNet50 model. ...

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