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deyh2020's Projects

wannier_shift icon wannier_shift

Interpolating Wannier functions for TMDC Heterostructure Tight-Binding Hamiltonians

wansoc icon wansoc

Add on-site SOC to Wannier Hamiltonian.

wantop icon wantop

use wannier to do topological things

waternet icon waternet

Modern replication of WaterNet from "An Underwater Image Enhancement Benchmark Dataset and Beyond", IEEE TIP 2019

waveguideqedcodes icon waveguideqedcodes

Various codes for FTDT, FDDT, MPB, MEEP, Casimir-Polder interactions, and Green's function quantization formalism

wavetorch icon wavetorch

๐ŸŒŠ Numerically solving and backpropagating through the wave equation

woops icon woops

A tool to calculate Wannier Orbital Overlap Population (WOOP).

workshop-invdesign icon workshop-invdesign

๐Ÿ“ Workshop material for optical inverse design and automatic differentiation

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

xnor-net-binary-connect icon xnor-net-binary-connect

A hardware implementation of a feed-forward Convolutional Neural Network called XNOR-Net which has faster execution due to the replacement of vector-matrix multiplication to โ€œXNOR + Popcountโ€ operation

yoda icon yoda

Wise and powerful personal assistant, available in your nearest terminal

yolov5-deepsort-vehicle-tracking-master icon yolov5-deepsort-vehicle-tracking-master

In this project, urban traffic videos are collected from the middle section of Xi 'an South Second Ring Road with a large traffic flow, and interval frames are extracted from the videos to produce data sets for training and verification of YOLO V5 neural network. Combined with the detection results, the open-source vehicle depth model data set is used to train the vehicle depth feature weight file, and the deep-sort algorithm is used to complete the target tracking, which can realize real-time and relatively accurate multi-target recognition and tracking of moving vehicles.

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