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Continual Learning Experiments

CORe50 data obtained from here. The following directory structure is needed, relative to project root directory, for the project to work properly:

.
├── datasets
│   ├── core50
│   │   ├── data
│   │   │   ├── core50_128x128
│   │   │   │   ├── [data unzipped from downloaded archive]
│   │   │   │   ...
│   │   │   ├── core50_350x350
│   │   │   │   ├── [data unzipped from downloaded archive]
│   │   │   │   ...
│   │   │   ├── labels.pkl
│   │   │   ├── LUP.pkl
│   │   │   ├── paths.pkl
...

Imagenet test images obtained from here.

ViT weights, pretrained on Imagenet 1k, obtained from here: B_16 and B_32. The following directory structure is needed, relative to project root directory, for the project to work properly:

.
├── weights
│   ├── pretrained_imagenet
│   │   ├──B_16_imagenet1k.pth
│   │   ├── B_32_imagenet1k.pth
...