light-dawn/Active_Learning

Active_Learning

This is a repository for active learning.

The final goal of this project is to construct a general active learning framework which applies multiple active learning strategy.

Sampling Strategy

1. Random sampling
2. Loss prediction
3. Embedding distance
4. Hybrid

Learning Task

1. Image classification
2. Image Segmentation

Model

1. UNet
2. ResNet