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Final Project of Columbia COMS 4995 Applied Deep Learning

Jupyter Notebook 2 Updated Dec 28, 2022

Uses Tensorflow Object Detection API to detect and track hands as well as estimate their distance from the camera

Python 70 28 Updated Aug 30, 2018

This project performs sensor fusion to track a mobile device's orientation. The data utilised are from three sensors: a) Accelerometer, b) Magnetic Field, d) Gyroscope. The sensor fusion is execute…

MATLAB 30 13 Updated Jul 20, 2015

Orientation estimation using Smartphone Sensors

MATLAB 2 Updated Sep 19, 2020

Hand-tracking model using Python, OpenCV, Pyautogui, and MediaPipe. It detects hand landmarks and calculates distances, ideal for VR, sign language, and gesture interfaces. A fusion of computer vis…

1 Updated Sep 3, 2023

Detects and tracks hand(s) and calculates the distance of the hand from the screen using OpenCV and Python

Python 1 Updated Jun 11, 2023

这是一个 Flutter Packge 以实现摄像头精确追踪并识别十指的运动路径/轨迹和手势动作, 且输出22个手部关键点以支持更多手势自定义. 基于这个包可以编写业务逻辑将手势信息实时转化为指令信息: 一二三四五, rock, spiderman...还可以对不同手势编写不同特效. 可用于短视频直播特效, 智能硬件等领域, 为人机互动带来更自然丰富的体验

Dart 319 93 Updated Sep 26, 2023

a motion tracking by combining the imu and camera(using KLT method) in android mobile

C++ 6 2 Updated Oct 23, 2017

Deep learning library for node.js. (Includes Logistic-Regression, MLP, RBM, DBN, CRBM, CDBN)

JavaScript 169 29 Updated Sep 25, 2016

Deep Learning with PyTorch Quick Start Guide, published by Packt

Jupyter Notebook 117 71 Updated Jan 30, 2023

Power allocation in a dense Millimeter Wave network using Q-learning

C++ 1 Updated Feb 21, 2018

A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.

Python 23 12 Updated Feb 21, 2020

Reinforcement learning environment for MIMO communications.

Python 13 2 Updated Jul 2, 2021

Reinforcement learning for channel assignment in wireless mesh network

Python 4 Updated Jul 23, 2022

RL-Wireless: Reinforcement learning-based resource allocation in wireless networks

Python 27 5 Updated Oct 26, 2024

Resource allocation for Device-to-Device (D2D) communications using deep reinforcement learning.

Python 33 6 Updated May 17, 2020

Project regarding Resource allocation using RL

Python 20 6 Updated Sep 16, 2020

Optimizing resource allocation with deep reinforcement learning

Python 37 8 Updated Jun 2, 2020

Resource allocation for underlay DSA Cognitive Radio networks using reinforcement learning (Q-Learning))

MATLAB 80 25 Updated Sep 30, 2018

Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"

Python 218 56 Updated Mar 17, 2022

一个基于图神经网络的强化学习网络资源分配模型

Python 26 5 Updated Mar 14, 2022

基于深度强化学习的MEC计算卸载与资源分配

Python 70 21 Updated May 28, 2019

基于深度强化学习的资源调度研究

Python 7 Updated Feb 9, 2018

强化学习超启发式算法求解 FJSP 问题

Python 19 5 Updated Mar 24, 2023

基于深度强化学习的资源调度研究

Python 81 13 Updated Feb 9, 2018