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Alex Li's Projects

modispro icon modispro

Process MODIS data by remote Linux computer.

np_ml icon np_ml

A tool library of classical machine learning algorithms with only numpy.

orgneatui icon orgneatui

A simple .net based project, based on Twitter Scraping principal to download historic Tweets. This project has standard library and UI. Library can be imported to any other projects. UI is a demo and quick use tool.

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

resunet icon resunet

Step by Step ResUnet Model using Keras

snake icon snake

Code for "Deep Snake for Real-Time Instance Segmentation" CVPR 2020 oral

spacenetexploration icon spacenetexploration

A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from the SpaceNet Challenge.

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tf-keras-segnet icon tf-keras-segnet

SegNet including indices pooling for Semantic Segmentation with tensorflow and keras

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