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Dong-Zhou1997's Projects

chexpert icon chexpert

CheXpert competition models -- attention augmented convolutions on DenseNet, ResNet; EfficientNet

deep-learning-from-scratch icon deep-learning-from-scratch

《深度学习入门-基于Python的理论与实现》,包含源代码和高清PDF(带书签);慕课网imooc《深度学习之神经网络(CNN-RNN-GAN)算法原理-实战》;《菜菜的机器学习sklearn》

gbdt_simple_tutorial icon gbdt_simple_tutorial

python实现GBDT的回归、二分类以及多分类,将算法流程详情进行展示解读并可视化,庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision

map icon map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

retinanet-pytorch icon retinanet-pytorch

Retinanet目标检测算法(简单,明了,易用,全中文注释,单机多卡训练,视频检测)(based on pytorch,Simple, Clear, Mutil GPU)

supermarket icon supermarket

设计精良的网上商城系统,包括前端、后端、数据库、负载均衡、数据库缓存、分库分表、读写分离、全文检索、消息队列等,使用SpringCloud框架,基于Java开发。该项目可部署到服务器上,不断完善中……

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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