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KAI's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

auto icon auto

I use YOLO-tiny and KF for an UAV to track and follow an object

c-plus-plus icon c-plus-plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

camera-calibration icon camera-calibration

This repo contains examples of estimating distortion parameters and unidistortion, estimating intrinsic, projection, essential matrixes and epipolar lines.

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

dataflow-orbslam icon dataflow-orbslam

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

electron-ssr-backup icon electron-ssr-backup

electron-ssr原作者删除了这个伟大的项目,故备份了下来,不继续开发,且用且珍惜

fund_xalpha icon fund_xalpha

基于xalpha的基金分析,天天基金获取每日估算数据,与xalpha历史数据拼接,对历史数据进行统计分析

leek-fund icon leek-fund

:chart_with_upwards_trend: 韭菜盒子——VSCode 里也可以看股票 & 基金实时数据,做最好用的投资插件 🐥

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

mathematics icon mathematics

数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合

modern-cpp-tutorial icon modern-cpp-tutorial

📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/

mvision icon mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

orbslam2_learn icon orbslam2_learn

Learn ORBSLAM2 and divide the source code into many parts according to their function which can be easily built by the learner from my blog.

pytorchintroduction icon pytorchintroduction

《深入浅出 PyTorch——从模型到源码》源代码和勘误(见Issues)

realsense-ros icon realsense-ros

Intel(R) RealSense(TM) ROS Wrapper for D400 series, SR300 Camera and T265 Tracking Module

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