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1liujin's Projects

1liujin icon 1liujin

Config files for my GitHub profile.

adaboost icon adaboost

Implementations of the classification algorithm "Adaboost" with various weak learners

ahw-bgoa-dnn icon ahw-bgoa-dnn

Binary version of adaptive Haar Wavelet based Grasshopper Optimization algorithm and Deep Learning Neural Network

chaosplotter icon chaosplotter

Visualization of the chaotic behavior of the logistic map, and other iterated maps, in Python, with GUI in Qt5

data-science-competition icon data-science-competition

该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖:kaggle, 阿里天池,华为云大赛校园赛,百度aistudio,和鲸社区,datafountain等

fedbagan icon fedbagan

A production of BAGAN model implimented on Federated Learning structure with pytorch.

gan-dataaugmentation icon gan-dataaugmentation

The project shows implementation based on a variety of applications of convolutional networks. DCGAN structure is used for model construction on GAN to learn deeply with multiple convolutional layers. The accuracy for classification task is about doubled after being supported by GAN-based data augmentation. This quantity is even significantly incre

glcm icon glcm

本实验的主要目的是基于遥感图像计算灰度共生矩阵,并基于该矩阵计算多种纹理特征。所有的计算结果已与ENVI结果进行对比,实验结果一致。

graphs icon graphs

Graphs, BFS, DFS, connected components

human-action-classification-with-still-images-using-cnn icon human-action-classification-with-still-images-using-cnn

In recent years, one of the most difficult problems in computer vision has been automatic human action and activity recognition. It is critical in a variety of artificial intelligence applications, including video surveillance, computer games, robotics, and human-computer interactions. Research into intelligent surveillance has resulted from the gr

machine_learning_python icon machine_learning_python

通过阅读网上的资料代码,进行自我加工,努力实现常用的机器学习算法。实现算法有KNN、Kmeans、EM、Perceptron、决策树、逻辑回归、svm、adaboost、朴素贝叶斯

python-glrlm icon python-glrlm

This is library of Gray Level Run Length Matrix, method of image processing

python-image-feature-extraction icon python-image-feature-extraction

Python实现提取图像的纹理、颜色特征,包含快速灰度共现矩阵(GLCM)、LBP特征、颜色矩、颜色直方图。

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-gans icon pytorch-gans

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

pytorch-mnist-celeba-cgan-cdcgan icon pytorch-mnist-celeba-cgan-cdcgan

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

singan icon singan

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

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