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Chengxin Zhang's Projects

nunif icon nunif

Misc; latest version of waifu2x; 2d video to sbs 3d video; etc

salary icon salary

工资计算器(2022年最新计税规则)

stacking icon stacking

机器学习集成模型之Stacking各类模型及工具源码

terrain-identification-from-time-series-data icon terrain-identification-from-time-series-data

The project focuses on implementing Deep Learning Models to identify multiple terrains(grass, concrete, floor) and directions(walking straight, upstairs, or downstairs) from time-series data captured with help of an accelerometer and gyrosensor. • Performed Data preprocessing on time-series data to match the frequency of the data from multiple sensors(10hz frequency) and data labels(40hz frequency) • Performed Exploratory data analysis to identify multiple data trends within the data which helped in implementing new feature extractions on those data labels. • Implemented various Deep Learning - CNN, LSTM, BI-LSTM models • Bi-LSTM model trained with new additional features was able to achieve 91% accuracy over unseen test data Tech Stack: Python, LSTM, Bi-LSTM, CNN, RNN, Keras

url icon url

ZCSSR新地址发布页

xmusicdownloader icon xmusicdownloader

一款 支持从百度、网易、qq、酷狗、咪咕等音乐网站搜索并下载歌曲的程序,支持下载无损音乐

zingtouch icon zingtouch

A JavaScript touch gesture detection library for the modern web

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