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kaggle网站的一次竞赛,内容是关于超声波图像分割(神经细胞)。代码是我参加竞赛的部分源码,效果是该竞赛排行版的top10%。

Python 100.00%

kaggle-ultrasound_nerve_segmentation's Introduction

kaggle-Ultrasound_Nerve_Segmentation

  1. 原始数据都放在上层文件夹: ../../train/或者../../test/ ,生成的数据都放在./generated_data/文件夹
  2. 文件名以data开头的都是一些data augmentation的源码,是图像类竞赛当中的重点。文件名以classify和train开头的是模型训练主文件。run_length_encode.py文件是对图像进行编码的文件。
  3. 模型如果训练到基本稳定,效果应该在该竞赛Leaderboard的top10%左右。

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