Best AI tools for< collect traffic data >

GoodVision is a smart city traffic analysis platform that provides automation tools for all stages of traffic projects, from AI traffic data collection to traffic modelling and real-time traffic control. It combines AI and big data analytics to create a unique, intelligent solution for adaptive traffic control and urban planning, allowing traffic to flow based on more accurate traffic insights than ever before.

Rekor is an AI-powered platform that delivers revolutionary roadway intelligence by collecting, connecting, and organizing mobility data. It offers a range of software platforms, hardware systems, and applications for urban mobility, transportation management, and public safety. Rekor's technology utilizes computer vision, edge processing, and predictive algorithms to transform data into actionable intelligence, benefiting communities and businesses on a daily basis. With a focus on security standards and data governance, Rekor provides comprehensive traffic and vehicle analytics, license plate recognition, and compliance automation solutions.

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.

Rep AI is an eCommerce shopping assistant and Shopify AI chatbot app that helps merchants convert more traffic and sell more products by leveraging artificial intelligence technology. The application uses Behavioral AI to convert browsers into buyers, assists and guides shoppers, and enables selling even when the merchant is not actively online. Rep AI offers features such as precise timing for conversions, personalized AI concierge services, and AI-generated sales recommendations. It provides advantages like increased conversion rates, improved customer support, and enhanced sales performance. However, some disadvantages include potential reliance on AI for critical interactions, initial setup complexity, and the need for ongoing training. The application is known for its ability to boost ROI, handle support requests efficiently, and provide personalized shopping experiences.

EmbedSocial is a comprehensive user-generated content (UGC) platform that enables businesses to collect, manage, and display customer reviews, social media feeds, photos, and other forms of UGC on their websites. It offers a range of features, including automatic content collection, real-time notifications, customizable widgets, and AI-powered review management tools. EmbedSocial integrates with major social media platforms and review sites, making it easy for businesses to gather and showcase UGC from various sources.

Collect.chat is a website chatbot that helps businesses collect leads, appointments, enquiries, meetings, bookings, feedbacks, orders, surveys, and suggestions. It is a drag-and-drop builder that is easy to use and requires no coding. Collect.chat can be integrated with other apps without coding, such as Salesforce, Mailchimp, and Slack. It is a great tool for businesses of all sizes to improve their online presence and customer service.

re:collect is an AI-powered tool that helps you enhance your memory, perception, and synthesis. It connects the information you consume and helps you quickly recall the right information when you need it. With re:collect, you can:

Testimonial is an AI-powered tool that helps businesses collect and embed customer testimonials on their website in minutes. It provides an easy-to-use interface that allows users to create beautiful testimonial widgets, customize them to match their brand, and embed them on any web page. Testimonial also offers a range of features to help businesses manage their testimonials, such as the ability to collect testimonials from multiple sources, moderate them before they are published, and track their performance.

Sonny9 is an AI-powered data collection tool designed specifically for CPAs, tax preparers, and auditors. It helps professionals in these fields collect customer information and documents efficiently, minimizing the time and effort spent on back-and-forth communications. With Sonny9, users can automate repetitive tasks, receive notifications about new insights and consulting opportunities, and get prepared data for further analysis. The tool integrates with QuickBooks and can automatically extract data from documents into CSV format. Sonny9 also provides users with tips and opportunities for high-level consulting services based on customer information.

heardeer is an AI-powered user interview platform that helps businesses collect valuable feedback from their users. With heardeer, you can create custom interview questionnaires, share them with your users, and let AI manage the interviews. heardeer's AI engine will ask your users questions, follow up on their answers, and provide you with detailed insights into their feedback. This can help you understand your users' needs, improve your products and services, and make better decisions.

ChoiceChaser is an AI-powered lead generation tool that helps businesses find and connect with potential customers on social media, forums, and other online platforms. It uses natural language processing and machine learning to identify relevant posts and conversations, and then notifies users when there is a match. ChoiceChaser can help businesses save time and energy by automating the process of lead generation, and it can also help them reach a wider audience of potential customers.

Archive is an AI-powered influencer marketing platform that automates the process of capturing and managing user-generated content (UGC) for businesses. It offers features such as social listening, generating reports, creating shoppable feeds, competitor insights, and a powerful AI search engine. Archive helps businesses save time and resources by automating UGC management and reporting, leading to increased conversion rates and revenue. Trusted by over 1000 companies, Archive is a comprehensive solution for influencer marketing strategies.

Sonny9 is an AI teammate designed to help CPAs, tax preparers, and auditors collect customer information and documents efficiently, minimizing back-and-forth communications. It provides an efficient data collection experience for clients, minimizes repetitive tasks for professionals, and unlocks new opportunities for consulting services. Sonny9 can be integrated into email communication, automatically generating checklists, validating documents, and asking follow-up questions. It also extracts data from documents into CSV or QuickBooks reports and analyzes information to provide insights and consulting opportunities.

Leanbe is a product management platform designed for data-driven teams. It helps product managers capture insights from customers, competitors, and team members to make better product decisions. Leanbe uses AI to continuously update idea scores based on customer behavior, insights, and feedback from the team. This helps product managers prioritize the right ideas and build products that meet the needs of their customers.

WellyBox is an AI-powered receipt management application designed for businesses. It utilizes the power of GPT and OCR to automate manual administrative tasks related to receipt tracking, organization, and management. With over 70 million documents processed and 45,000+ satisfied customers from 51 countries, WellyBox is a leading solution in the pre-accounting field. The platform seamlessly extracts data from receipts, organizes them, and integrates with popular accounting software for efficient financial management.

Growth Suite is an AI-powered buying intention targeting and smart discounts app for Shopify stores. It helps businesses understand each visitor's buying intention in real-time and offer them irresistible deals when their interest peaks. The app seamlessly integrates with Shopify stores, offering a native-like experience that enhances brand image while boosting conversions.

Contify is a comprehensive market and competitive intelligence platform that helps businesses track information on competitors, customers, and key intelligence topics. It enables users to collect, curate, and share actionable intelligence across their organization. Contify offers features such as personalized newsfeeds, intelligence newsletters, intelligent dashboards, taxonomy builder, user management, API integrations, white-labelling, and more. The platform is trusted by over 200 companies globally and recognized by top global analysts for continuous innovation.

ChainFuse is an AI-powered platform that helps businesses structure user feedback and improve feature requests. It enables users to collect, organize, and analyze feedback accurately and collaboratively. The platform leverages AI technology to extract insights from unstructured data sources like Docs, CSV, Community, and Social platforms. By 2025, there will be a massive amount of unstructured data, and ChainFuse aims to help UX teams handle this efficiently. With features like data collection, storytelling with AI, data extraction from various channels, issue categorization, trend tracking, visualization, and seamless integration with tech ecosystems, ChainFuse is a comprehensive solution for enhancing user insights and decision-making.

Arro is an AI-powered research assistant that helps product teams collect customer insights at scale. It uses automated conversations to conduct user interviews with thousands of customers simultaneously, generating product opportunities that can be directly integrated into the product roadmap. Arro's innovative AI-led methodology combines the depth of user interviews with the speed and scale of surveys, enabling product teams to gain a comprehensive understanding of their customers' needs and preferences.

PipeLime is an AI-powered sales funnel automation tool that helps businesses generate leads, nurture them, and close more deals. It offers a range of features such as AI lead generation, email verification, personalized outreach, target decision-makers, and smart delivery. With PipeLime, businesses can automate their sales process, reach more prospects, and increase their conversion rates.

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.

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DriveLM is a multimodal AI model that enables autonomous driving by combining computer vision and natural language processing. It is designed to understand and respond to complex driving scenarios using visual and textual information. DriveLM can perform various tasks related to driving, such as object detection, lane keeping, and decision-making. It is trained on a massive dataset of images and text, which allows it to learn the relationships between visual cues and driving actions. DriveLM is a powerful tool that can help to improve the safety and efficiency of autonomous vehicles.

Airbroke is an open-source error catcher tool designed for modern web applications. It provides a PostgreSQL-based backend with an Airbrake-compatible HTTP collector endpoint and a React-based frontend for error management. The tool focuses on simplicity, maintaining a small database footprint even under heavy data ingestion. Users can ask AI about issues, replay HTTP exceptions, and save/manage bookmarks for important occurrences. Airbroke supports multiple OAuth providers for secure user authentication and offers occurrence charts for better insights into error occurrences. The tool can be deployed in various ways, including building from source, using Docker images, deploying on Vercel, Render.com, Kubernetes with Helm, or Docker Compose. It requires Node.js, PostgreSQL, and specific system resources for deployment.

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.

Mosec is a high-performance and flexible model serving framework for building ML model-enabled backend and microservices. It bridges the gap between any machine learning models you just trained and the efficient online service API. * **Highly performant** : web layer and task coordination built with Rust 🦀, which offers blazing speed in addition to efficient CPU utilization powered by async I/O * **Ease of use** : user interface purely in Python 🐍, by which users can serve their models in an ML framework-agnostic manner using the same code as they do for offline testing * **Dynamic batching** : aggregate requests from different users for batched inference and distribute results back * **Pipelined stages** : spawn multiple processes for pipelined stages to handle CPU/GPU/IO mixed workloads * **Cloud friendly** : designed to run in the cloud, with the model warmup, graceful shutdown, and Prometheus monitoring metrics, easily managed by Kubernetes or any container orchestration systems * **Do one thing well** : focus on the online serving part, users can pay attention to the model optimization and business logic

AIS-catcher: A multi-platform AIS Receiver

Taranis AI is an advanced Open-Source Intelligence (OSINT) tool that leverages Artificial Intelligence to revolutionize information gathering and situational analysis. It navigates through diverse data sources like websites to collect unstructured news articles, utilizing Natural Language Processing and Artificial Intelligence to enhance content quality. Analysts then refine these AI-augmented articles into structured reports that serve as the foundation for deliverables such as PDF files, which are ultimately published.

Freeciv-web is an open-source turn-based strategy game that can be played in any HTML5 capable web-browser. It features in-depth gameplay, a wide variety of game modes and options. Players aim to build cities, collect resources, organize their government, and build an army to create the best civilization. The game offers both multiplayer and single-player modes, with a 2D version with isometric graphics and a 3D WebGL version available. The project consists of components like Freeciv-web, Freeciv C server, Freeciv-proxy, Publite2, and pbem for play-by-email support. Developers interested in contributing can check the GitHub issues and TODO file for tasks to work on.

ReEdgeGPT is a tool designed for reverse engineering the chat feature of the new version of Bing. It provides documentation and guidance on how to collect and use cookies to access the chat feature. The tool allows users to create a chatbot using the collected cookies and interact with the Bing GPT chatbot. It also offers support for different modes like Copilot and Bing, along with plugins for various tasks. The tool covers historical information about Rome, the Lazio region, and provides troubleshooting tips for common issues encountered while using the tool.

The OWASP AI Exchange and OWASP AI security and privacy guide are initiatives to collect and present the state of the art on AI threats, controls, security, and privacy through community collaboration. The AI Exchange is a living set of documents that collect AI threats and controls from collaboration between experts worldwide. The AI Security and Privacy Guide project has a security part that links directly to the AI Exchange, and a privacy part.

A package to help benchmark various LLM related tasks. The benchmarks are organized by end-to-end use cases, and utilize LangSmith heavily. We have several goals in open sourcing this: * Showing how we collect our benchmark datasets for each task * Showing what the benchmark datasets we use for each task is * Showing how we evaluate each task * Encouraging others to benchmark their solutions on these tasks (we are always looking for better ways of doing things!)

Log10 is a one-line Python integration to manage your LLM data. It helps you log both closed and open-source LLM calls, compare and identify the best models and prompts, store feedback for fine-tuning, collect performance metrics such as latency and usage, and perform analytics and monitor compliance for LLM powered applications. Log10 offers various integration methods, including a python LLM library wrapper, the Log10 LLM abstraction, and callbacks, to facilitate its use in both existing production environments and new projects. Pick the one that works best for you. Log10 also provides a copilot that can help you with suggestions on how to optimize your prompt, and a feedback feature that allows you to add feedback to your completions. Additionally, Log10 provides prompt provenance, session tracking and call stack functionality to help debug prompt chains. With Log10, you can use your data and feedback from users to fine-tune custom models with RLHF, and build and deploy more reliable, accurate and efficient self-hosted models. Log10 also supports collaboration, allowing you to create flexible groups to share and collaborate over all of the above features.

DeepSeek is a new experimental architecture for a large language model (LLM) powered internet-scale retrieval engine. Unlike current research agents designed as answer engines, DeepSeek aims to process a vast amount of sources to collect a comprehensive list of entities and enrich them with additional relevant data. The end result is a table with retrieved entities and enriched columns, providing a comprehensive overview of the topic. DeepSeek utilizes both standard keyword search and neural search to find relevant content, and employs an LLM to extract specific entities and their associated contents. It also includes a smaller answer agent to enrich the retrieved data, ensuring thoroughness. DeepSeek has the potential to revolutionize research and information gathering by providing a comprehensive and structured way to access information from the vastness of the internet.

Obsei is an open-source, low-code, AI powered automation tool that consists of an Observer to collect unstructured data from various sources, an Analyzer to analyze the collected data with various AI tasks, and an Informer to send analyzed data to various destinations. The tool is suitable for scheduled jobs or serverless applications as all Observers can store their state in databases. Obsei is still in alpha stage, so caution is advised when using it in production. The tool can be used for social listening, alerting/notification, automatic customer issue creation, extraction of deeper insights from feedbacks, market research, dataset creation for various AI tasks, and more based on creativity.

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Insurance providers collect and process personal health, financial, and property information, making it crucial to implement comprehensive data protection strategies.

Spa and Beauty Salons collect Customer inforation, including personal details and treatment records, necessitating a high level of confidentiality and data protection.

Public transport authorities collect data on travel patterns, fares, and sometimes personal details of passengers, necessitating strong privacy measures.

Fitness and Wellness Centers collect personal health and fitness data of their clients, including potentially sensitive health metrics, requiring careful handling and protection of this data.

Language and Skill Training Centers collect personal information of learners, including progress tracking and sometimes payment details.

Data Privacy for Social Media Companies & Platforms collect detailed personal information, preferences, and interactions of users, making it essential to have strong data privacy policies and practices in place.

Supercharge your personal knowledge management journey by using a highlight capturing service (such as Readwise) and then turning those highlights into useful knowledge assets. Examples include flash cards, research abstracts or articles based off the highlights you collect and choose to combine.

Travel and Hospitality Industry. Hotels, Airlines, and Travel Agencies collect personal information like travel histories, passport details, and payment information, necessitating robust privacy and security measures.

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Facilitates customer satisfaction through effective feedback management.

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Enhances user experience through rigorous usability testing and feedback.

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