SAR-cus! Tricks that you wanna learn - 101
SAR Image Data 101 Gonna discuss all bout EM Wave Basics, need of SAR data, from pros and cons, data collection, more details.
Pytorch Training and Validation Loop Explained [mini tutorial]
I always had doubts regarding few pieces of code used in the training loop, but it actually make more sence when you think of forward and backward pass.
Pytorch Training Loop Explained
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GPU Utilization Tips for Pytorch Pipeline
8 tips to make your code utilize GPU, that it never done before.
GPU Utilization Tips for Pytorch Pipeline
I was having this problem, but at the end I was kinda able to figure out the solution, thats why im sharing this here, as a note to myself.
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Make Your Terminal Look Awesome [Few Resources]
Make your terminal look awesome,install windows terminal, WSL,Oh-my-posh,zsh,terminal icon
This is the repo(https://github.com/soumya997/windows-terminal-setup) where i have put my terminal setup files, and mentioned how i did that. I have 6 shells in my windows terminal
Powershell,
PowerShell 7,
cmd,
wsl ubuntu,
bash
Azure cloud shell
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DataLoder in pytorch Three ways that I know
After digging a little bit more I got to know that,there are three ways of loading data in a pytorch model...
When I started learning PyTorch, it was very difficult for me to understand how to load data as batches in a model as different tutorials were using different techniques to load data. After digging a little bit more I got to know that, there are three ways of loading data in a PyTorch model, datasets.ImageFolder,creating a custom class for loading data, and downloading directly from torchvision datasets and using DataLoader. And this is because file structure and the arrangement of data are different in different casses. By that I mean, say you have the cat vs dog classification dataset, in...
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