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mindspore-malaria's Introduction

MindSport-Malaria

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基于昇思(MindSpore)的深度学习疟疾检测——疟疾病理切片的判读(有手就行的新手入门)

本项目结构如文件所示。

train.py:训练文件 verify.py:验证文件 XXXX_openi:对应相应在启智平台上运行的文件 predict.py:预测文件

数据集

该模型训练所用数据集来自于National Library of Medicine,以下为数据集下载链接:

https://lhncbc.nlm.nih.gov/LHC-research/LHC-projects/image-processing/malaria-datasheet.html

预测方法

预测文件放到out/input/目录下,并且命名为input.jpg

许可协议

本项目完全开源,使用了MIT协议即:允许他人修改源代码后再闭源,不用对修改过的文件做说明, 且二次开发的软件可以使用原作者的名字做营销。

The MIT license:

Copyright <2023> <lisenlingood、热带鱼>

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restric tion, including without limitation the rights to use, copy, modify, merge, publish, distribute, sub license, and/or sell copies of the Software, and to permit persons to whom the Software is furni shed to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantia l portions of the Software.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED , INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PART ICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT H OLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF C ONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWA RE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

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