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aiops-learning-resources

收集AIOPS（智能运维），时间序列，异常检测，关联分析，告警收敛，根因分析，数据挖掘，机器学习，深度学习的学习资源。欢迎star。Collect learning resources for AIOPS (Intelligent Operation and Maintenance), time series, anomaly detection, correlation analysis, alarm convergence, root cause analysis, data mining, machine learning, and deep learning. Welcome star.

aisystem

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

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

coupletai

基于CNN+Bi-LSTM+Attention 的自动对对联系统

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

data_fusion_course

The solution of the data fusion course of SJTU. MTALAB code for KF/UKF/EKF/PF/FKF/DKF. 数据融合技术，卡尔曼滤波KF/无迹卡尔曼滤波UKF/拓展卡尔曼滤波EKF等的MATLAB实现

ekfukf

EKF/UKF toolbox for Matlab/Octave

extract-deep-features-through-matlab

Extracting deep features through Matlab and the corresponding visualization

fastestdet-opencv-dnn

使用OpenCV部署FastestDet，包含C++和Python两种版本的程序。模型文件不超过1M

fatigue-detection

本项目基于PaddleDetection目标检测开发套件，选取1.3M超轻量PPYOLO tiny进行项目开发，并部署于windows端。

gated-transformer-on-mts-1

使用改良的Transformer模型应用于多维时间序列的分类任务上

hydra

HYDRA: Competing convolutional kernels for fast and accurate time series classification

interview

📚 C/C++基础知识总结

k210

Kendryte K210人工智能芯片应用程序集合，包括人脸检测、颜色检测、目标检测和分类、二维码和Apriltag代码检测以及和ArduPilot飞控软件的通信。这些应用程序已部署到无人机终端。

ltbccf

Visual object tracking -- Long-Term object tracking method based on background constraints and convolutional features

minirbt

MiniRBT (中文小型预训练模型系列)

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

mobilenet-yolov4-keras

这是一个mobilenet-yolov4的库，把yolov4主干网络修改成了mobilenet，修改了Panet的卷积组成，使参数量大幅度缩小。

models

Models and examples built with TensorFlow

ncnn-android-yolov4-tiny-custom

使用darknet训练yolov4-tiny网络模型以进行人脸口罩的目标检测任务，模型由yolo格式转换为ncnn格式并部署于android

netron

Visualizer for deep learning and machine learning models

opencv-python-tutorial

OpenCV-Python图像处理教程

pre-training-language-model

博客配套视频链接: https://space.bilibili.com/383551518?spm_id_from=333.1007.0.0 b 站直接看 配套 github 链接：https://github.com/nickchen121/Pre-training-language-model 配套博客链接：https://www.cnblogs.com/nickchen121/p/15105048.html

pysot

SenseTime's research platform for single object tracking research, implementing algorithms like SiamRPN and SiamMask.

pytracking

Visual tracking library based on PyTorch.

rocket

ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

targettracking

time_series_data_mining

TensorFlow Probability；Time series model

tiny-yolov3

tiny—yolov3（keras）检测自己的图像，三类目标