Stars
A PyTorch toolkit with 8 popular deep active learning query methods implemented.
Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For the blog:
Everything you need about Active Learning (AL).
Deep Bayesian Active Learning with Image Data by Gal et al. (ICML 2017)
BAL: Balancing Diversity and Novelty for Active Learning - Official Pytorch Implementation
A few-shot learning method for specific emitter identification or radio frequency fingerprintinig
ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.
A modular active learning framework for Python
使用深度卷积对抗生成神经网络(DCGAN)生成新的人脸图像
基于人脸检测的证件照自动生成(Automatic identification photos based on face detection)
基于生成式对抗网络(GAN),生成新的人脸图像