FACIL
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mmasana
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
Hello ! In [Class-incremental learning: survey and performance evaluation on image classification](https://ieeexplore.ieee.org/abstract/document/9915459), large domain shift is studied. In this section, the number of classes varies among the tasks (_i.e.,_ starting...
I ran the finetuning script for imagenet-subset `python src/main_incremental.py --approach finetuning --nepochs 200 --batch-size 128 --num-workers 4 --datasets imagenet_subset --num-tasks 12 --nc-first-task 25 --lr 0.05 --weight-decay 1e-3 --clipping 1 --network...
I want to use Huggingface's ViTForImageClassification. How do I integrate it in FACIL? I want to load the pretrained model 'google/vit-base-patch16-224'. I have read the instructions to add networks in...
