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15-minute-apps

15 minute (small) desktop apps built with PyQt

a2c_trafficcontrol

use of A2C an algo of reinforcement learning on traffic signal adaptive timing control

car_detection_yolo_faster_rcnn_uvsc2019

This repo contains all the source code and dataset used in the paper Car Detection using Unmanned Aerial Vehicles: Comparison between Faster R-CNN and YOLOv3

carla

Open-source simulator for autonomous driving research.

ctm_gui

It’s GUI of a traffic simulation model which includes Cell-based traffic messo simulation model and genetic algorithm optimization. It is created by Qt frameworks.

ddpdqn_cyclecontrol

NoisyNet + Double + Dueling + Prioritized Experience Replay + DQN (NP3DQN) on traffic signal timing plan optimization

deep-learning-and-neural-networks

examples

Learn to create a desktop app with Python and Qt

ga_t

normal and sequential genetic optimization of evolutionary algorithm in C++ through multithreading in traffic signal

gpy

Gaussian processes framework in python

haarcascade-negatives

Haar cascade negative sample images

pso

Particle Swarm Optimization (PSO) is an optimization method whereas multiple particles as possible candidate searching in the solution space based on their own global and local best known positions.

pyqt5-baidumapcrawler

一个百度地图兴趣点采集工具，可根据关键词搜索指定区域的兴趣点，并导出为excel文件

python-packages

real-time-vehicles-counting-and-object-detection

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

vissim_servers

Vissim distributed computing microservices architecture, distributed across multiple on-premises and AWS EC2 instances, reducing computational time and easing horizontal scaling