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Name: LuoChuang

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LuoChuang's Projects

-xeno-canto-

融合了CBAM与DenseNet121，使用中心损失函数及鸟声融合特征进行数据预处理、鸟声识别等任务

awesome-backbones

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

bambird

Unsupervised classification to improve the quality of a bird song recording dataset

bird-recognition-review

A list of useful resources in the bird sound (song and calls) recognition, such as datasets, papers, links to open source projects and competitions

birdbrain

Code for searching the www.xeno-canto.org bird sound database, and training a machine learning model to classify birds according to their sounds.

BirdClassifier is a deep learning model designed to identify various bird species accurately. It leverages cutting-edge technology, integrating MobileNet-v2 and Convolutional Neural Network (CNN) architectures. MobileNet-v2 is chosen for its lightweight and efficient design, making it ideal for mobile applications.

birdclef-baseline

The 2018 LifeCLEF bird identification task baseline system.

birds

Polish bird species recognition - Bird song analysis and classification with MFCC and CNNs. Trained on EfficientNets with final score 0.88 AUC. Women in Machine Learning & Data Science project.

birdsongidentification

Fully automated machine learning pipeline for bird sound recognition

convnets-tensorflow2

⛵️ Implementation a variety of popular Image Classification Models using TensorFlow2. [ResNet, GoogLeNet, VGG, Inception-v3, Inception-v4, MobileNet, MobileNet-v2, ShuffleNet, ShuffleNet-v2, etc...]

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deeplearning

A deep learning code base, mainly for paper replication, in the areas of image recognition, object detection, image segmentation, self-supervision, etc. Each project can be run independently, and there are corresponding articles to explain.

elecsus

A python program to calculate the weak-probe electric susceptibility of an atomic ensemble.

elecsustestdata

Test data files and metadata for ElecSus

equib

EQUIB - Fortran Program for Equilibrium Atomic Populations and Line Emissivities

faddeevas

Collection of FADDEEVA Implementations

gluon-cv

Gluon CV Toolkit

lenet5_hls

FPGA Accelerator for CNN using Vivado HLS

libcerf

Complex error functions, along with Dawson, Faddeeva, and Voigt functions.

lidar

激光雷达的结构以及PCB设计文件

liouville-von-neumann-matlab

Example of a quantum mechanical spin system evolution using the Liouville von Neumann equation (density matrix propagation)

maxwellbloch

A Python package for solving the coupled Maxwell-Bloch equations describing the nonlinear propagation of near-resonant light through thermal quantised systems such as atomic vapours.

mobilenet-v2-inference-hls

Codes to implement MobileNet V2 in a FPGA

mobilenetonzynq

Implemention of MobilenetV1 on FPGA

opticalbloch

A Python tool for solving the Optical Bloch equations for light interacting with an ensemble of atoms.

population-inversion-for-argon-laser-atomic-system

This is a program that provides a graphical solution for the population inversion of the levels 2 and 3 of the Argon laser atomic system.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

rubidium

Python tools for numerical models useful to rubidium atomic physicists.

sites-analyzer

This program reads 3D atomic positions of molecules (e.g. .pdb file) and analyzes the population surrounding defined input sites. In addition, It makes average ocupation profiles in 1 and 2 dimensions.

sound-based-bird-species-detection

Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness project (Web Application, Flask, Python)

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