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9c01c4e · May 11, 2024

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S13 Resent Lightning

The code in jupityer notebook S13Lightning.ipynb trains the ResNet model written in pytorch lightning.

Dependencies to install:

!pip install torch-lr-finder
!pip install grad-cam     
!pip install pytorch-lightning

Clone the main repo for model and training code:

!git clone https://github.com/walnashgit/ERAV2_main.git

Follow the code in S13Lightning.ipynb for detailed code.

LR Finder graph:

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Training and vaidation accuracy at last epoch

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Training Accuracy

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Training Loss

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Validation Accuracy

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Validation loss

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Miss-classified images

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Miss-classified images with grad cam at -1 layer

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