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This is a neural network written based on the ResNet18 architecture for training and predicting performance on pre-processed CSI channel data.

matlab是用于处理csi-tool收集的二进制csi信号的代码,可以生成相应的mat文件,方便pro_data.py进行后续处理. pro_data.py对mat文件进一步处理,划分数据集并添加标签. main.py是训练代码,其中调用了tensorboard回调函数,可以保存网络参数并实时监控训练进度.

Zhao-Yian's Projects

awesome-deeplearning icon awesome-deeplearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

c-c- icon c-c-

程序员相关电子书资料免费分享,欢迎关注个人微信公众号:程序员编程指南

fucking-algorithm icon fucking-algorithm

刷算法全靠套路,认准 labuladong 就够了!English version supported! Crack LeetCode, not only how, but also why.

graco icon graco

[CVPR 2024 Highlight] Official GraCo: Granularity-Controllable Interactive Segmentation.

open-sora-plan icon open-sora-plan

This project aim to reproducing Sora (Open AI T2V model), but we only have limited resource. We deeply wish the all open source community can contribute to this project.

paddlemono icon paddlemono

PaddleMono是一款基于 PaddlePaddle 的单目深度估计工具箱,是 PaddleDepth项目的成员之一。 它具有可扩展性,容易上手的特点,此外它在相同的训练策略和环境下公平比较了单目深度估计领域里面SOTA(state-of-the-art)的算法

pytorch-cifar100 icon pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

rt-detr icon rt-detr

[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥

smart_container icon smart_container

🍰🍎ColugoMum--Intelligent Retail Settlement Platform can accurately locate and identify each commodity, and can return a complete shopping list and the actual total price of commodities that customers should pay.

zhao-yian.github.io icon zhao-yian.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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