Questions tagged [learn2learn]

3 questions
2
votes
4 answers

How to transform a quickdraw image to 84 by 84 in pytorch using the learn2learn library?

I was trying to use learn2learn's QuickDraw but it seems like I'm getting errors when I attempt to apply transformations (resizing to 84x84, random crop) on it. The issue stems from when l2l's quickdraw library attempts to apply transformations onto…
Charlie Parker
  • 5,884
  • 57
  • 198
  • 323
0
votes
1 answer

Too much fluctuation in F1 Score curve during meta training with MAML

I am training VGG11 on a custom image dataset for 3-way 5-shot image classification using MAML from learn2learn. I am encapsulating the whole VGG11 model with MAML, i.e., not just the classification head. My hyperparameters are as follows: Meta LR:…
0
votes
1 answer

Why is RandomCrop with size 84 and padding 8 returning an image size of 84 and not 100 in pytorch?

I was using the mini-imagenet data set and noticed this line of code: elif data_augmentation == 'lee2019: normalize = Normalize( mean=[120.39586422 / 255.0, 115.59361427 / 255.0, 104.54012653 / 255.0], …
Charlie Parker
  • 5,884
  • 57
  • 198
  • 323