Smart Traffic Signals In India Using Deep Reinforcement Learning And Advanced Computer Vision Alternatives

Name: Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision
Brand: Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision
SKU: project/Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision
Rating: 4.44 (55 reviews)

We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian Roads. We have created the scripts for using SUMO as our environment for deploying all our RL models.

Categories > Machine Learning > Deep Learning

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License

mit

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Most Recent Commit

about 7 years ago

Programming Language

Python

Dependent Repos

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Total Releases

Categories

Programming Languages > Python

Machine Learning > Deep Learning

Machine Learning > Machine Learning

Machine Learning > Opencv

Machine Learning > Reinforcement Learning

Media > Image Processing

Machine Learning > Rl

Machine Learning > Deep Reinforcement Learning

Media > Video Processing

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Alternatives To Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision

Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
aikorea/awesome-rl	8,195	0	0	about 3 years ago	0		5
Reinforcement learning resources curated
DLR-RM/stable-baselines3	7,292	0	79	over 2 years ago	80	November 17, 2023	82	mit	Python
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yandexdataschool/Practical_RL	5,572	0	0	over 2 years ago	0		40	unlicense	Jupyter Notebook
A course in reinforcement learning in the wild
pytorch/ELF	3,324	0	0	almost 7 years ago	0		44	other	C++
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
pytorch/rl	3,280	0	5	5 months ago	42	October 25, 2023	187	mit	Python
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
tensorflow/agents	2,658	0	5	over 2 years ago	49	October 03, 2023	184	apache-2.0	Python
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
junxiaosong/AlphaZero_Gomoku	2,427	0	0	about 5 years ago	0		65	mit	Python
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
seungeunrho/minimalRL	2,417	0	0	about 3 years ago	0		21	mit	Python
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
IntelLabs/coach	2,290	1	1	over 3 years ago	13	October 10, 2019	90	apache-2.0	Python
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
werner-duvaud/muzero-general	2,203	0	0	almost 3 years ago	0		54	mit	Python
MuZero

Alternatives To Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision

Select To Compare

aikorea/awesome-rl ⭐ 8,195

Reinforcement learning resources curated

dependent packages 0 total releases 0 most recent commit about 3 years ago

DLR-RM/stable-baselines3 ⭐ 7,292

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

dependent packages 79 total releases 80 most recent commit over 2 years ago downloads badge

yandexdataschool/Practical_RL ⭐ 5,572

A course in reinforcement learning in the wild

dependent packages 0 total releases 0 most recent commit over 2 years ago

pytorch/ELF ⭐ 3,324

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

dependent packages 0 total releases 0 most recent commit almost 7 years ago

pytorch/rl ⭐ 3,280

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

dependent packages 5 total releases 42 most recent commit 5 months ago downloads badge

tensorflow/agents ⭐ 2,658

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

dependent packages 5 total releases 49 most recent commit over 2 years ago downloads badge

junxiaosong/AlphaZero_Gomoku ⭐ 2,427

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

dependent packages 0 total releases 0 most recent commit about 5 years ago

seungeunrho/minimalRL ⭐ 2,417

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

dependent packages 0 total releases 0 most recent commit about 3 years ago

IntelLabs/coach ⭐ 2,290

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

dependent packages 1 total releases 13 most recent commit over 3 years ago downloads badge

werner-duvaud/muzero-general ⭐ 2,203

MuZero

dependent packages 0 total releases 0 most recent commit almost 3 years ago

Suggest An Alternative To Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision

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Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision vs Awesome Rl

Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision vs Stable Baselines3

Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision vs Practical_rl

Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision vs Elf

Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision vs Rl

Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision vs Agents

Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision vs Alphazero_gomoku

Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision vs Minimalrl

Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision vs Coach

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