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GitHub / RaptorMai / online-continual-learning
A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RaptorMai%2Fonline-continual-learning
Stars: 354
Forks: 56
Open Issues: 7
License: None
Language: Python
Repo Size: 258 KB
Dependencies:
10
Created: over 3 years ago
Updated: about 2 months ago
Last pushed: about 1 year ago
Last synced: about 1 month ago
Topics: catastrophic-forgetting, class-incremental-learning, computer-vision, continual-learning, convolutional-neural-networks, deep-learning, incremental-continual-learning, incremental-learning, lifelong-learning, online-continual-learning
Files
Dependencies
- PyYAML ==5.3.1
- kornia ==0.4.1
- matplotlib ==3.2.1
- pandas ==1.0.5
- psutil ==5.7.0
- scikit-image ==0.14.2
- scikit-learn ==0.23.0
- scipy ==1.4.1
- torch ==1.7.1
- torchvision ==0.8.2