Best AI tools for< Traffic Engineer >
Infographic
20 - AI tool Sites
GoodVision
GoodVision is a smart city traffic analysis tool designed for traffic modellers and surveyors. It provides automation tools for traffic projects, from AI traffic data collection to traffic modeling and real-time traffic control. The platform combines AI and big data analytics to offer adaptive traffic control and urban planning solutions, enabling traffic flow based on accurate insights. GoodVision aims to address traffic congestion issues, air pollution, accidents, and economic losses in cities. Trusted by various testimonials, the tool offers advanced image recognition capabilities, reducing stress on projects and ensuring high accuracy in traffic data processing.
Copilot
Copilot is an AI-powered bike light and camera designed to enhance safety for cyclists. It constantly monitors the road behind the cyclist using artificial intelligence to detect vehicles approaching or overtaking. The device provides audible and visual alerts to the cyclist, changes light patterns to draw attention from drivers, and captures video recordings of rides. Copilot aims to improve situational awareness, prevent crashes, and make cycling safer in urban environments.
Neuraspace
Neuraspace is an AI/ML solution designed to streamline space traffic management operations by automating risk assessment and providing maneuver suggestions up to 5 days before potential collisions. The platform aims to help satellite operators, insurance carriers, regulators, and partners in the space industry to handle collision alerts efficiently, minimize unnecessary maneuvers, and optimize space operations.
Stellar Cyber
Stellar Cyber is an AI-driven unified security operations platform powered by Open XDR. It offers a single platform with NG-SIEM, NDR, and Open XDR, providing security capabilities to take control of security operations. The platform helps organizations detect, correlate, and respond to threats fast using AI technology. Stellar Cyber is designed to protect the entire attack surface, improve security operations performance, and reduce costs while simplifying security operations.
SaaSrefs
SaaSrefs is a comprehensive database of SaaS tools that provides detailed information about each tool, including its features, advantages, disadvantages, and more. The website also offers a variety of filters to help users find the right tool for their needs.
Meteron AI
Meteron AI is an all-in-one AI toolset that helps developers build AI-powered products faster and easier. It provides a simple, yet powerful metering mechanism, elastic scaling, unlimited storage, and works with any model. With Meteron, developers can focus on building AI products instead of worrying about the underlying infrastructure.
Theoriestudio.nl
Theoriestudio.nl is an online platform that provides a comprehensive theory course, practice tests, and mock exams to help users pass their theory exam for driving license in the Netherlands. The platform utilizes AI (Artificial Intelligence) to enhance the learning experience and improve the chances of passing the exam in one attempt. With its user-friendly interface, accessible on any device, and a supportive community, Theoriestudio.nl aims to make the process of obtaining a driving license easier and more efficient.
Mobileye
Mobileye is a leading company specializing in driver assist and autonomous driving technologies. With a focus on developing innovative solutions for the automotive industry, Mobileye has revolutionized driver-assist technology by leveraging camera sensors to enhance safety and efficiency in vehicles. The company offers a range of solutions, from cloud-enhanced driver-assist systems to fully autonomous driving capabilities, all designed to provide a seamless and natural driving experience. By developing both hardware and software in-house, Mobileye ensures a safe-by-design approach that prioritizes scalability and efficiency, making their technology accessible to the mass market.
Netify
Netify provides network intelligence and visibility. Its solution stack starts with a Deep Packet Inspection (DPI) engine that passively collects data on the local network. This lightweight engine identifies applications, protocols, hostnames, encryption ciphers, and other network attributes. The software can be integrated into network devices for traffic identification, firewalling, QoS, and cybersecurity. Netify's Informatics engine collects data from local DPI engines and uses the power of a public or private cloud to transform it into network intelligence. From device identification to cybersecurity risk detection, Informatics provides a way to take a proactive approach to manage network threats, bottlenecks, and usage. Lastly, Netify's Data Feeds provide data to help vendors understand how applications behave on the Internet.
AEye
AEye is a leading provider of software-defined lidar solutions for autonomous applications. Our 4Sight Intelligent Sensing Platform provides accurate, reliable, and real-time perception data to enable safer and more efficient navigation. AEye's lidar products are designed to meet the unique requirements of automotive, trucking, and smart infrastructure applications.
OpenResty
The website is currently displaying a '403 Forbidden' error message, which indicates that the server understood the request but refuses to authorize it. This error is often caused by incorrect file or directory permissions in the server's configuration. The 'openresty' mentioned in the message refers to a web platform based on NGINX and LuaJIT, commonly used for building dynamic web applications. It is designed to handle high loads and provide fast performance. The website may be experiencing technical issues that prevent access to its content.
OpenResty
The website is currently displaying a '403 Forbidden' error, which means that access to the requested page is restricted. This error is typically caused by insufficient permissions or server misconfiguration. The 'openresty' mentioned in the error message is a web platform based on NGINX and LuaJIT, often used for building high-performance web applications. It's important to troubleshoot and resolve the issue to regain access to the desired content.
OpenResty
The website is currently displaying a '403 Forbidden' error message, which indicates that the server is refusing to respond to the request. This error message is typically shown when the server understands the request, but is refusing to fulfill it. The 'openresty' mentioned in the message refers to a web platform based on NGINX and LuaJIT, known for its high performance and scalability in handling web traffic.
OpenResty
The website is currently displaying a '403 Forbidden' error, which typically means that the user is not authorized to access the requested page. This error is often encountered when trying to access a webpage without the necessary permissions. The 'openresty' mentioned in the error message is a web platform based on NGINX and Lua that is commonly used for building high-performance web applications. It is designed to handle a large number of concurrent connections and is often used for content delivery networks, web servers, and other high-traffic websites.
Lex Fridman
Lex Fridman is an AI tool developed by Lex Fridman, a Research Scientist at MIT, focusing on human-robot interaction and machine learning. The tool offers various resources such as podcasts, research publications, and studies related to AI-assisted driving data collection, autonomous vehicle systems, gaze estimation, and cognitive load estimation. It aims to provide insights into the safe and enjoyable interaction between humans and AI in driving scenarios.
CloudFront Error 503 Handler
The website encountered an error (503 ERROR) due to an issue with the Lambda function associated with the CloudFront distribution. This error message indicates a connection problem between the server and the app or website, possibly caused by high traffic or a configuration error. Users are advised to try again later or contact the app or website owner for assistance. If content is provided through CloudFront, troubleshooting steps can be found in the CloudFront documentation.
OpenResty
The website is currently displaying a '403 Forbidden' error message, which indicates that the server understood the request but refuses to authorize it. This error is typically caused by insufficient permissions or misconfiguration on the server side. The 'openresty' mentioned in the message refers to a web platform based on NGINX and LuaJIT, often used for building high-performance web applications. The website may be experiencing technical difficulties or undergoing maintenance.
OpenResty
The website is currently displaying a '403 Forbidden' error message, which indicates that the server is refusing to respond to the request. This error is often caused by insufficient permissions or misconfiguration on the server side. The 'openresty' mentioned in the message is a web platform based on NGINX and LuaJIT, known for its high performance and scalability in handling web traffic. Users encountering this error may need to contact the website administrator for assistance in resolving the issue.
OpenResty
The website is currently displaying a '403 Forbidden' error, which indicates that the server is refusing to respond to the request. This error is often caused by incorrect permissions on the server or a misconfiguration in the server software. The 'openresty' message suggests that the server is using the OpenResty web platform. OpenResty is a web platform that integrates the standard Nginx core with various Lua-based modules, providing enhanced web server capabilities.
CensysGPT Beta
CensysGPT Beta is a tool that simplifies building queries and empowers users to conduct efficient and effective reconnaissance operations. It enables users to quickly and easily gain insights into hosts on the internet, streamlining the process and allowing for more proactive threat hunting and exposure management.
20 - Open Source Tools
LLMTSCS
LLMLight is a novel framework that employs Large Language Models (LLMs) as decision-making agents for Traffic Signal Control (TSC). The framework leverages the advanced generalization capabilities of LLMs to engage in a reasoning and decision-making process akin to human intuition for effective traffic control. LLMLight has been demonstrated to be remarkably effective, generalizable, and interpretable against various transportation-based and RL-based baselines on nine real-world and synthetic datasets.
MATLAB-Simulink-Challenge-Project-Hub
MATLAB-Simulink-Challenge-Project-Hub is a repository aimed at contributing to the progress of engineering and science by providing challenge projects with real industry relevance and societal impact. The repository offers a wide range of projects covering various technology trends such as Artificial Intelligence, Autonomous Vehicles, Big Data, Computer Vision, and Sustainability. Participants can gain practical skills with MATLAB and Simulink while making a significant contribution to science and engineering. The projects are designed to enhance expertise in areas like Sustainability and Renewable Energy, Control, Modeling and Simulation, Machine Learning, and Robotics. By participating in these projects, individuals can receive official recognition for their problem-solving skills from technology leaders at MathWorks and earn rewards upon project completion.
Simulator-Controller
Simulator Controller is a modular administration and controller application for Sim Racing, featuring a comprehensive plugin automation framework for external controller hardware. It includes voice chat capable Assistants like Virtual Race Engineer, Race Strategist, Race Spotter, and Driving Coach. The tool offers features for setup, strategy development, monitoring races, and more. Developed in AutoHotkey, it supports various simulation games and integrates with third-party applications for enhanced functionality.
nous
Nous is an open-source TypeScript platform for autonomous AI agents and LLM based workflows. It aims to automate processes, support requests, review code, assist with refactorings, and more. The platform supports various integrations, multiple LLMs/services, CLI and web interface, human-in-the-loop interactions, flexible deployment options, observability with OpenTelemetry tracing, and specific agents for code editing, software engineering, and code review. It offers advanced features like reasoning/planning, memory and function call history, hierarchical task decomposition, and control-loop function calling options. Nous is designed to be a flexible platform for the TypeScript community to expand and support different use cases and integrations.
sophia
Sophia is an open-source TypeScript platform designed for autonomous AI agents and LLM based workflows. It aims to automate processes, review code, assist with refactorings, and support various integrations. The platform offers features like advanced autonomous agents, reasoning/planning inspired by Google's Self-Discover paper, memory and function call history, adaptive iterative planning, and more. Sophia supports multiple LLMs/services, CLI and web interface, human-in-the-loop interactions, flexible deployment options, observability with OpenTelemetry tracing, and specific agents for code editing, software engineering, and code review. It provides a flexible platform for the TypeScript community to expand and support various use cases and integrations.
kong
Kong, or Kong API Gateway, is a cloud-native, platform-agnostic, scalable API Gateway distinguished for its high performance and extensibility via plugins. It also provides advanced AI capabilities with multi-LLM support. By providing functionality for proxying, routing, load balancing, health checking, authentication (and more), Kong serves as the central layer for orchestrating microservices or conventional API traffic with ease. Kong runs natively on Kubernetes thanks to its official Kubernetes Ingress Controller.
interpret
InterpretML is an open-source package that incorporates state-of-the-art machine learning interpretability techniques under one roof. With this package, you can train interpretable glassbox models and explain blackbox systems. InterpretML helps you understand your model's global behavior, or understand the reasons behind individual predictions. Interpretability is essential for: - Model debugging - Why did my model make this mistake? - Feature Engineering - How can I improve my model? - Detecting fairness issues - Does my model discriminate? - Human-AI cooperation - How can I understand and trust the model's decisions? - Regulatory compliance - Does my model satisfy legal requirements? - High-risk applications - Healthcare, finance, judicial, ...
awesome-gpt-security
Awesome GPT + Security is a curated list of awesome security tools, experimental case or other interesting things with LLM or GPT. It includes tools for integrated security, auditing, reconnaissance, offensive security, detecting security issues, preventing security breaches, social engineering, reverse engineering, investigating security incidents, fixing security vulnerabilities, assessing security posture, and more. The list also includes experimental cases, academic research, blogs, and fun projects related to GPT security. Additionally, it provides resources on GPT security standards, bypassing security policies, bug bounty programs, cracking GPT APIs, and plugin security.
Bard-API
The Bard API is a Python package that returns responses from Google Bard through the value of a cookie. It is an unofficial API that operates through reverse-engineering, utilizing cookie values to interact with Google Bard for users struggling with frequent authentication problems or unable to authenticate via Google Authentication. The Bard API is not a free service, but rather a tool provided to assist developers with testing certain functionalities due to the delayed development and release of Google Bard's API. It has been designed with a lightweight structure that can easily adapt to the emergence of an official API. Therefore, using it for any other purposes is strongly discouraged. If you have access to a reliable official PaLM-2 API or Google Generative AI API, replace the provided response with the corresponding official code. Check out https://github.com/dsdanielpark/Bard-API/issues/262.
aioquic
aioquic is a Python library for the QUIC network protocol, featuring a minimal TLS 1.3 implementation, a QUIC stack, and an HTTP/3 stack. It is designed to be embedded into Python client and server libraries supporting QUIC and HTTP/3, with IPv4 and IPv6 support, connection migration, NAT rebinding, logging TLS traffic secrets and QUIC events, server push, WebSocket bootstrapping, and datagram support. The library follows the 'bring your own I/O' pattern for QUIC and HTTP/3 APIs, making it testable and integrable with different concurrency models.
StratosphereLinuxIPS
Slips is a powerful endpoint behavioral intrusion prevention and detection system that uses machine learning to detect malicious behaviors in network traffic. It can work with network traffic in real-time, PCAP files, and network flows from tools like Suricata, Zeek/Bro, and Argus. Slips threat detection is based on machine learning models, threat intelligence feeds, and expert heuristics. It gathers evidence of malicious behavior and triggers alerts when enough evidence is accumulated. The tool is Python-based and supported on Linux and MacOS, with blocking features only on Linux. Slips relies on Zeek network analysis framework and Redis for interprocess communication. It offers a graphical user interface for easy monitoring and analysis.
awesome-mobile-robotics
The 'awesome-mobile-robotics' repository is a curated list of important content related to Mobile Robotics and AI. It includes resources such as courses, books, datasets, software and libraries, podcasts, conferences, journals, companies and jobs, laboratories and research groups, and miscellaneous resources. The repository covers a wide range of topics in the field of Mobile Robotics and AI, providing valuable information for enthusiasts, researchers, and professionals in the domain.
nlp-llms-resources
The 'nlp-llms-resources' repository is a comprehensive resource list for Natural Language Processing (NLP) and Large Language Models (LLMs). It covers a wide range of topics including traditional NLP datasets, data acquisition, libraries for NLP, neural networks, sentiment analysis, optical character recognition, information extraction, semantics, topic modeling, multilingual NLP, domain-specific LLMs, vector databases, ethics, costing, books, courses, surveys, aggregators, newsletters, papers, conferences, and societies. The repository provides valuable information and resources for individuals interested in NLP and LLMs.
free-for-life
A massive list including a huge amount of products and services that are completely free! ⭐ Star on GitHub • 🤝 Contribute # Table of Contents * APIs, Data & ML * Artificial Intelligence * BaaS * Code Editors * Code Generation * DNS * Databases * Design & UI * Domains * Email * Font * For Students * Forms * Linux Distributions * Messaging & Streaming * PaaS * Payments & Billing * SSL
awesome-ai
Awesome AI is a curated list of artificial intelligence resources including courses, tools, apps, and open-source projects. It covers a wide range of topics such as machine learning, deep learning, natural language processing, robotics, conversational interfaces, data science, and more. The repository serves as a comprehensive guide for individuals interested in exploring the field of artificial intelligence and its applications across various domains.
complexity
Complexity is a community-driven, open-source, and free third-party extension that enhances the features of Perplexity.ai. It provides various UI/UX/QoL tweaks, LLM/Image gen model selectors, a customizable theme, and a prompts library. The tool intercepts network traffic to alter the behavior of the host page, offering a solution to the limitations of Perplexity.ai. Users can install Complexity from Chrome Web Store, Mozilla Add-on, or build it from the source code.
LLM4SE
The collection is actively updated with the help of an internal literature search engine.
cognita
Cognita is an open-source framework to organize your RAG codebase along with a frontend to play around with different RAG customizations. It provides a simple way to organize your codebase so that it becomes easy to test it locally while also being able to deploy it in a production ready environment. The key issues that arise while productionizing RAG system from a Jupyter Notebook are: 1. **Chunking and Embedding Job** : The chunking and embedding code usually needs to be abstracted out and deployed as a job. Sometimes the job will need to run on a schedule or be trigerred via an event to keep the data updated. 2. **Query Service** : The code that generates the answer from the query needs to be wrapped up in a api server like FastAPI and should be deployed as a service. This service should be able to handle multiple queries at the same time and also autoscale with higher traffic. 3. **LLM / Embedding Model Deployment** : Often times, if we are using open-source models, we load the model in the Jupyter notebook. This will need to be hosted as a separate service in production and model will need to be called as an API. 4. **Vector DB deployment** : Most testing happens on vector DBs in memory or on disk. However, in production, the DBs need to be deployed in a more scalable and reliable way. Cognita makes it really easy to customize and experiment everything about a RAG system and still be able to deploy it in a good way. It also ships with a UI that makes it easier to try out different RAG configurations and see the results in real time. You can use it locally or with/without using any Truefoundry components. However, using Truefoundry components makes it easier to test different models and deploy the system in a scalable way. Cognita allows you to host multiple RAG systems using one app. ### Advantages of using Cognita are: 1. A central reusable repository of parsers, loaders, embedders and retrievers. 2. Ability for non-technical users to play with UI - Upload documents and perform QnA using modules built by the development team. 3. Fully API driven - which allows integration with other systems. > If you use Cognita with Truefoundry AI Gateway, you can get logging, metrics and feedback mechanism for your user queries. ### Features: 1. Support for multiple document retrievers that use `Similarity Search`, `Query Decompostion`, `Document Reranking`, etc 2. Support for SOTA OpenSource embeddings and reranking from `mixedbread-ai` 3. Support for using LLMs using `Ollama` 4. Support for incremental indexing that ingests entire documents in batches (reduces compute burden), keeps track of already indexed documents and prevents re-indexing of those docs.
OpenNARS-for-Applications
OpenNARS-for-Applications is an implementation of a Non-Axiomatic Reasoning System, a general-purpose reasoner that adapts under the Assumption of Insufficient Knowledge and Resources. The system combines the logic and conceptual ideas of OpenNARS, event handling and procedure learning capabilities of ANSNA and 20NAR1, and the control model from ALANN. It is written in C, offers improved reasoning performance, and has been compared with Reinforcement Learning and means-end reasoning approaches. The system has been used in real-world applications such as assisting first responders, real-time traffic surveillance, and experiments with autonomous robots. It has been developed with a pragmatic mindset focusing on effective implementation of existing theory.
11 - OpenAI Gpts
My Dollar General Parking Lot Focus Group
Generates a unique parking lot scenario with each response.
Code de la route française - Entrainement
Entrainez-vous pour votre examen du code de la route en posant toutes sortes de questions sur différentes situations de la route.
Transportation Engineering Advisor
Provides expert guidance in transportation engineering projects.
Pós Engenharia de Transportes BR
Especialista em teses de Engenharia de Transportes do Brasil