/Multi-Criteria-Active-Deep-Learning-for-Image-Classification

Multi-Criteria Active Deep Learning for Image Classification

Primary LanguagePython

Multi-Criteria-Active-Deep-Learning-for-Image-Classification

Multi-Criteria Active Deep Learning for Image Classification

Notation:

There are two files that stores codes from my experiment on MNIST and CIFAR-10.

  1. MNIST AL_base_mnist.py: containing the random sampling, entropy-based sampling, margin sampling, least-confidence sampling on MNIST.

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  1. CIFAR-10 AL_base_cifar10.py: containing the random sampling, entropy-based sampling, margin sampling, least-confidence sampling on CIFAR10.

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