Part-2: Dataloaders for different scenarios of data augmentation in PyTorch

Опубликовано: 14 Январь 2025
на канале: Anuj shah

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In this video, we will cover scenario-2 where we will be using augmentation for increasing dataset size, multiple augmented images from one input image. In this video, we will also see how to create a custom collate function in PyTorch.
The introduction and scenario 1 is covered in video -1: • Part-1: Dataloaders for different sce...
in the next video, we will cover
Scenario-3: Using augmentation for increasing dataset of selective classes.

Links:
Codes: https://github.com/anujshah1003/datal...

Different Augmentations using transformations: https://pytorch.org/vision/stable/aut...

Dogs-vs-cats dataset: https://www.kaggle.com/c/dogs-vs-cats...

#DeepLearning #PyTorch #Dataloaders in Pytorch #Data Augmentation in Pytorch #DataAugmentation #Augmentation for increasing dataset size
#Custom Collate Function in PyTorch