HIT 大数据课大作业,完成思路 (可用内存 < 2G, 图像数据 1 G):
- 使用 Spark Streaming 流式读入图像并做预处理;
- 使用 Intel 提供了分布式深度学习框架搭建学习器;
- 模仿结构 Siamese Neural Networks for One-shot Image Recognition;
环境要求 Python 2.7 + Pyspark 2.3.2 + BigDL 0.7.1 + Analytics-Zoo.
Leverage parallel python sprak computation based on intel deep learning architecture, bigdl to solve one shot learning on pokeman dataset by siamese network.
Home Page: https://www.kaggle.com/aaronyin/oneshotpokemon/home
HIT 大数据课大作业,完成思路 (可用内存 < 2G, 图像数据 1 G):
- 使用 Spark Streaming 流式读入图像并做预处理;
- 使用 Intel 提供了分布式深度学习框架搭建学习器;
- 模仿结构 Siamese Neural Networks for One-shot Image Recognition;
环境要求 Python 2.7 + Pyspark 2.3.2 + BigDL 0.7.1 + Analytics-Zoo.
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