Summary

1. Superpixel，SLIC算法学习，preprocess图像并存储。
2. VOC和Cityscapes取10%data训练。

   Test Report

   10%-Label

   | | VOC-10% | Cityscapes-10% | | —- | :—-: | :—-: | | RandInit | | 29.19% | | Supervised-IN | 55.13% | 64.06% | | BYOL | 51.38% | 61.98% | | MoCo v1 | 52.79% | 64.34% | | MoCo v1 + PLMoCo (seg-20ep) | 53.63% | 63.88% | | MoCo v1 + PLMoCo (seg-50ep) | 53.24% | 64.45% | | MoCo v2 | 58.22% | 65.63% | | MoCo v2 + PLMoCo (seg-20ep) | 58.11% | 66.05% | | MoCo v2 + PLMoCo (seg-50ep) | 57.65% | 66.45% | | PLMoCo (seg-200ep) | 10.63% | 39.07% |