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Alex Mercer's Projects

-campusserviceapp icon -campusserviceapp

一款针对大学生校园服务平台的手机应用 App,为大学生提供校园新闻 资讯、校园生活服务、医疗咨询, 记账理财,大学圈等多方面的综合信息服务,包括校园卡服务、失物招领、教务处入口、大学 生社区等。并关联百度地图,对学校周边的位置进行校园化标注;

1inchprotocol icon 1inchprotocol

1inch Protocol – fully on-chain DeFi aggregation protocol

3dmppe_posenet_release icon 3dmppe_posenet_release

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019

3dscenegraph icon 3dscenegraph

The data skeleton from "3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera" http://3dscenegraph.stanford.edu

aidlearning-framework icon aidlearning-framework

🔥🔥AidLearning builds a linux environment supporting GUI, deep learning and visual programming on Android devices. Now support VSCode,Jupyter, pyToApk...One-click install.🚀

aiwebmatting icon aiwebmatting

This is a web project about auto-matting with deep learning tech, which can be used in image merge, poster generate, video editing etc.

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

alphatree-graphic-deep-neural-network icon alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱

android-video-editor icon android-video-editor

一款Android视频编辑项目,功能有视频拍摄,视频裁剪,视频滤镜,视频压缩

animegan icon animegan

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

arduinoadcandfrequencyestimation icon arduinoadcandfrequencyestimation

A short example project on how to program an Ardunio for Analog to Digital Conversion and feed in data to a Jupyter notebook for frequency estimation

astri-4d-nww icon astri-4d-nww

4D GIS system for renderering floods simulation time-series data on top an urban area

astri-dem2xyz icon astri-dem2xyz

DEM2xyz (RSE SpA) reads a “.asc” DEM (or DTM) file and writes the associated DEM (or DTM) in a corresponding “xyz” file, possibly changing the spatial resolution (as requested by the user).

astri-flood-forecasting-in-sudan icon astri-flood-forecasting-in-sudan

Throughout history, floods had impacted both individuals and communities and had social, economic, and environmental consequences including loss of human life, damage to property, destruction of crops, loss of livestock, and deterioration of health conditions owing to waterborne diseases. Unprecedented floods occurred in Sudan from July–September 2020, reaching water levels not seen for nearly a century in the country. Close to 900,000 people were affected in all 18 states. The floods destroyed over 100,000 houses and damaged more than 37,000 houses nationwide [1]. There is an urgent need for systems that predict floods to help the concerned authorities take the necessary measures before a disaster occurs. The surge in the frequency of rainfalls most potentially enhances the rate of flooding thus, the focus of this research will be on studying the rainfall data in Sudan and study multiple regression-based techniques in determining the rainfall future rate.

astri-flood-sim icon astri-flood-sim

Simulates the flow of heavy rainfall on a given elevation map using numerical methods

astri-gis_floodsimulation icon astri-gis_floodsimulation

GIS-based high-speed flood estimate tool. GIS-based Subdivision Redistribution methodology tool (GISSR). The technical paper (Miura et al., 2021) is available from Natural Hazards Review.

astri-pyflo icon astri-pyflo

PyFlo is an open-source library written in Python for performing hydraulic and hydrology stormwater analysis. Features include network hydraulic grade analysis and time/iteration based storage and flood routing simulations.

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