Signal Processing and Prediction with 1D-ResNet18/34

CHVer Description 中文版描述

一个小项目，主要功能如下：

1. 通过.lmdb创建自己的一维数据集

• 使用的是基于Protobuf的lmdb包。
• Pytorch可以方便的进行Dataloader的设置。

2. 模型，包括了1DResNet18、1DResNet34、MultiScale 1D ResNet

• 都是处理一维信号数据的工具Backbone。 感兴趣可以自己Clone下来玩一玩。

EngVer Description

This is a small project for 1D signal data processing. The main functions are as follows:

1. 1st, you can create your own ".lmdb" standard dataset. ( only 1D signal )

• We utilize the lmdb generating package ( including in our project ) on the basis of "Protobuf".
• Pytorch contains standard API for lmdb dataset.

2. Backbone model including 1DResNet18/34 and Multiscale 1D ResNet. If you are interested in this project, you can have a try.