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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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Comparing PyTorch ImageNetV1 and ImageNetV2 Weights for Transfer Learning with Torchvision 0.13

Sovit Ranjan RathSovit Ranjan Rath August 15, 2022August 15, 2022 0 Comments
Comparing PyTorch ImageNetV1 and ImageNetV2 Weights

In this post, we carry out experiments for comparing the PyTorch ImageNetV1 and ImageNetV2 weights in the transfer learning task using EfficientNetB1. ...

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Model Library Updates with PyTorch 1.12

Sovit Ranjan RathSovit Ranjan Rath August 8, 2022August 8, 2022 2 Comments
Model Library Updates with PyTorch 1.12

In this post, we discuss all the updates that the Model Library got with PyTorch 1.12. New ImageNet weights, new Object Detection weights, and many more. ...

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Concrete Crack Classification using Deep Learning

Sovit Ranjan RathSovit Ranjan Rath August 1, 2022August 1, 2022 0 Comment
Concrete Crack Classification using Deep Learning

In this post, we solve the problem of concrete crack classification using deep learning with the MobileNetv3 model. ...

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Training YOLOv3 Model with MMDetection using Custom Dataset

Sovit Ranjan RathSovit Ranjan Rath July 25, 2022July 25, 2022 20 Comments
Training YOLOv3 Model with MMDetection using Custom Dataset

In this post, we explore how to carry out training of YOLOv3 model with MMDetection on a custom dataset. ...

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