Best AI tools for< map data >
20 - AI tool Sites
Lume AI
Lume AI is a data mapping tool that uses artificial intelligence (AI) to automate the process of mapping data between different schemas. This can save businesses a significant amount of time and effort, as manual data mapping can be a complex and error-prone process. Lume AI's AI-powered data mapping engine can automatically generate mapping logic to move data between any two schemas, regardless of their complexity. This makes it easy to onboard new customers and partners, ingest messy data, and build data pipelines faster. Lume AI also offers a number of other features that make it a valuable tool for businesses, including the ability to review and deploy mappers, auto-maintain mappers, and handle complex data mappings with ease.
World Beef Map
The World Beef Map is an interactive visualization that tracks the global beef industry in real-time. The map displays data on beef production, consumption, and trade, and allows users to explore trends and patterns in the global beef market. The map is updated daily with the latest data from a variety of sources, including government agencies, industry organizations, and news outlets.
TableTalk
TableTalk is an AI tool that allows users to interact with their database using natural language. It utilizes artificial intelligence to map out the database in a human-like manner, enabling users to ask questions and receive answers in a familiar conversational style. The tool is designed to assist analysts, project managers, and developers in querying databases efficiently and effectively. TableTalk aims to simplify the process of data retrieval and analysis by providing a user-friendly interface that mimics human conversation.
Komodo Health
Komodo Health is a healthcare technology company that provides software applications to enable users to deliver exceptional value to their customers, colleagues, and patients. The company's Healthcare Map is the industry's most precise view of the U.S. healthcare system, and it combines the world's most comprehensive view of patient-encounters with innovative algorithms and decades of clinical expertise. Komodo Health's software applications are used by life sciences companies, payers, providers, and consultancies to improve the certainty of pre-launch plans, calculate Rx-based ROI for digital marketing, find patients with complicated or rare conditions, and more.
GoProfiles
GoProfiles is an AI-powered people platform that helps remote and hybrid organizations build a culture of genuine connection. It combines the best parts of employee directories and peer recognition to create a new kind of people platform that makes it easy to find and connect with colleagues, celebrate achievements, and get to know the people behind the screens. GoProfiles is used by over 5,000 enterprises and startups to improve employee engagement, reduce new hire ramp time, and save money.
Picarta AI
Picarta AI is an image geolocalization solution that uses artificial intelligence to find where a photo has been taken in the world. By uploading a photo, users can get the GPS location, latitude, longitude, time stamp, and camera details of the image. Picarta AI also offers a map view of the image location and allows users to download the map. The company's vision is to empower individuals and businesses with the most accurate and reliable image geolocalization solution, unlocking new possibilities for exploration, research, and decision-making.
Satlas
Satlas is a web application that uses artificial intelligence (AI) to generate geospatial data. This data can be used to track changes in the environment, such as deforestation, the growth of wind farms, and the development of new infrastructure. Satlas is a valuable tool for researchers, policymakers, and anyone else who is interested in understanding how the planet is changing.
Rapid Editor
Rapid Editor is an advanced mapping tool that revolutionizes map editing by integrating cutting-edge technology and authoritative geospatial open data. It empowers OpenStreetMap mappers of all levels to make accurate and fresh edits quickly. The tool saves users effort by utilizing artificial intelligence to identify map features and provide high-level overviews of unmapped areas globally. Rapid's intuitive user interface simplifies mapping tasks, making it ideal for humanitarian and community mapping projects.
Kensho Solutions
Kensho Solutions is an AI tool that illuminates insights in the world's data by providing AI solutions for audio transcription, entity identification, document classification, data extraction, and company data mapping. Their AI solutions unlock insights, enabling users to make data-driven decisions with conviction. In partnership with S&P Global, Kensho Solutions has access to vast amounts of data, which they use to train and develop machine learning algorithms to address the business world's most pressing challenges.
Rapid Editor
Rapid Editor is an advanced mapping tool that revolutionizes map editing by integrating cutting-edge technology and authoritative geospatial open data. It empowers OpenStreetMap mappers of all levels to quickly make accurate and fresh edits to maps. The tool saves effort by tapping into open data and AI-predicted features, providing a high-level overview of unmapped areas globally. Rapid's intuitive user interface makes mapping clear and simple, facilitating mapping projects for humanitarian and community groups.
HealthITAnalytics
HealthITAnalytics is a leading source of news, insights, and analysis on the use of information technology in healthcare. The website covers a wide range of topics, including artificial intelligence, machine learning, data analytics, and population health management. HealthITAnalytics also provides resources for healthcare professionals, such as white papers, webinars, and podcasts.
CEBRA
CEBRA is a machine-learning method that compresses time series data to reveal hidden structures in the variability of the data. It excels in analyzing behavioral and neural data simultaneously, allowing for the decoding of activity from the visual cortex of the mouse brain to reconstruct viewed videos. CEBRA is a novel encoding method that leverages behavioral and neural data to produce consistent and high-performance latent spaces, enabling the mapping of space, uncovering complex kinematic features, and providing rapid, high-accuracy decoding of natural movies from the visual cortex.
Global Plastic Watch
Global Plastic Watch (GPW) is a digital platform that maps the world's plastic pollution in near real-time using a unique combination of satellite imagery and artificial intelligence. It provides a comprehensive view of the global plastic waste crisis, including the location and size of plastic waste sites, the types of plastic waste, and the impact of plastic pollution on the environment and human health.
Jeda.ai
Jeda.ai is a generative AI workspace that allows users to create, visualize, and analyze data in a collaborative environment. It offers a variety of features, including AI template analysis, AI mind map diagrams, AI flowchart diagrams, AI wireframe, AI text writer, AI sticky notes, AI art, AI vision and transform, AI data analysis, AI document analysis, and AI business cases. Jeda.ai is designed to help users improve their productivity and make better decisions.
Fibery
Fibery is a no-code work and knowledge management hub that connects structured data (e.g. tables, kanban boards) with unstructured data (e.g. documents) to provide a single source of truth for teams. It offers a range of features including custom fields, databases, and relations, as well as powerful reporting and analytics capabilities. Fibery is designed to be flexible and customizable, allowing teams to map their processes and workflows in a way that suits them best.
Cybertiks
Cybertiks is an AI-powered platform that offers remote monitoring and analysis of agriculture fields using satellite imagery. The platform provides valuable insights such as soil nutrients and texture through advanced AI models. Cybertiks specializes in harnessing the power of satellite imagery to cater to the needs of various industries worldwide, with a focus on remote sensing of industrial requirements. The platform allows users to analyze any field globally, view historical metrics, monitor field status, and visualize results on a map with high resolution. Cybertiks integrates multiple data sources, offers tailored solutions, and uses quantum-enabled artificial intelligence for material detection and classification.
Blackshark.ai
Blackshark.ai is an AI-based platform that generates real-time accurate semantic photorealistic 3D digital twins of the entire planet. The platform extracts insights about the planet's infrastructure from satellite and aerial imagery using machine learning at a global scale. It enriches missing attributes with AI to provide photorealistic digital twins that can be used for visualization, simulation, mapping, mixed reality environments, and other enterprise solutions. The platform offers features such as globe data input sources, no-code data labeling, geointelligence at scale, 3D semantic map, and synthetic environments.
mapEDU
mapEDU is an AI-powered curriculum mapping and exam tagging software designed specifically for healthcare professions schools. It uses natural language processing and machine learning to automatically extract relevant MeSH tags from existing digital content, map events/courses/programs with outcomes, and auto-tag exam questions. This provides healthcare professions schools with objective, actionable data to improve curriculum design, validate revisions, and enhance student performance analytics.
SwitchLight Studio
SwitchLight Studio is an AI-powered lighting tool designed for filmmakers, offering advanced features such as AI Virtual Production, individual AI features like background removal and PBR material extraction, Physically Based Rendering, PBR Neural Enhancer, and Light Map Extraction. It revolutionizes post-production by allowing users to change lighting effects, simulate real-world lighting, and enhance realism in rendering. The tool supports 4K+ resolution videos, guarantees temporal consistency, and provides enterprise features like Nuke Plugin, Command Line Interface, and Multi-OS support. With a focus on privacy, SwitchLight ensures local processing of image and video data without cloud uploads.
Apowersoft
Apowersoft is a company that develops digital products and services, including multimedia, utility, and mobile tools. Their products are designed to help people improve their working efficiency, save time, and increase productivity. Apowersoft's multimedia tools include a video editor, video converter, audio recorder, and screen recorder. Their utility tools include a PDF editor, data recovery tool, and HEIC converter. Their mobile tools include an app for managing mobile devices from a PC, an app for mirroring Android/iOS screens to a PC, and an app for recording iPhone/iPad screens.
20 - Open Source AI Tools
Awesome-Segment-Anything
Awesome-Segment-Anything is a powerful tool for segmenting and extracting information from various types of data. It provides a user-friendly interface to easily define segmentation rules and apply them to text, images, and other data formats. The tool supports both supervised and unsupervised segmentation methods, allowing users to customize the segmentation process based on their specific needs. With its versatile functionality and intuitive design, Awesome-Segment-Anything is ideal for data analysts, researchers, content creators, and anyone looking to efficiently extract valuable insights from complex datasets.
ChatSim
ChatSim is a tool designed for editable scene simulation for autonomous driving via LLM-Agent collaboration. It provides functionalities for setting up the environment, installing necessary dependencies like McNeRF and Inpainting tools, and preparing data for simulation. Users can train models, simulate scenes, and track trajectories for smoother and more realistic results. The tool integrates with Blender software and offers options for training McNeRF models and McLight's skydome estimation network. It also includes a trajectory tracking module for improved trajectory tracking. ChatSim aims to facilitate the simulation of autonomous driving scenarios with collaborative LLM-Agents.
sunnypilot
Sunnypilot is a fork of comma.ai's openpilot, offering a unique driving experience for over 250+ supported car makes and models with modified behaviors of driving assist engagements. It complies with comma.ai's safety rules and provides features like Modified Assistive Driving Safety, Dynamic Lane Profile, Enhanced Speed Control, Gap Adjust Cruise, and more. Users can install it on supported devices and cars following detailed instructions, ensuring a safe and enhanced driving experience.
Chinese-Tiny-LLM
Chinese-Tiny-LLM is a repository containing procedures for cleaning Chinese web corpora and pre-training code. It introduces CT-LLM, a 2B parameter language model focused on the Chinese language. The model primarily uses Chinese data from a 1,200 billion token corpus, showing excellent performance in Chinese language tasks. The repository includes tools for filtering, deduplication, and pre-training, aiming to encourage further research and innovation in language model development.
langchain
LangChain is a framework for developing Elixir applications powered by language models. It enables applications to connect language models to other data sources and interact with the environment. The library provides components for working with language models and off-the-shelf chains for specific tasks. It aims to assist in building applications that combine large language models with other sources of computation or knowledge. LangChain is written in Elixir and is not aimed for parity with the JavaScript and Python versions due to differences in programming paradigms and design choices. The library is designed to make it easy to integrate language models into applications and expose features, data, and functionality to the models.
TrustLLM
TrustLLM is a comprehensive study of trustworthiness in LLMs, including principles for different dimensions of trustworthiness, established benchmark, evaluation, and analysis of trustworthiness for mainstream LLMs, and discussion of open challenges and future directions. Specifically, we first propose a set of principles for trustworthy LLMs that span eight different dimensions. Based on these principles, we further establish a benchmark across six dimensions including truthfulness, safety, fairness, robustness, privacy, and machine ethics. We then present a study evaluating 16 mainstream LLMs in TrustLLM, consisting of over 30 datasets. The document explains how to use the trustllm python package to help you assess the performance of your LLM in trustworthiness more quickly. For more details about TrustLLM, please refer to project website.
litdata
LitData is a tool designed for blazingly fast, distributed streaming of training data from any cloud storage. It allows users to transform and optimize data in cloud storage environments efficiently and intuitively, supporting various data types like images, text, video, audio, geo-spatial, and multimodal data. LitData integrates smoothly with frameworks such as LitGPT and PyTorch, enabling seamless streaming of data to multiple machines. Key features include multi-GPU/multi-node support, easy data mixing, pause & resume functionality, support for profiling, memory footprint reduction, cache size configuration, and on-prem optimizations. The tool also provides benchmarks for measuring streaming speed and conversion efficiency, along with runnable templates for different data types. LitData enables infinite cloud data processing by utilizing the Lightning.ai platform to scale data processing with optimized machines.
awesome-MLSecOps
Awesome MLSecOps is a curated list of open-source tools, resources, and tutorials for MLSecOps (Machine Learning Security Operations). It includes a wide range of security tools and libraries for protecting machine learning models against adversarial attacks, as well as resources for AI security, data anonymization, model security, and more. The repository aims to provide a comprehensive collection of tools and information to help users secure their machine learning systems and infrastructure.
ruby-openai
Use the OpenAI API with Ruby! 🤖🩵 Stream text with GPT-4, transcribe and translate audio with Whisper, or create images with DALL·E... Hire me | 🎮 Ruby AI Builders Discord | 🐦 Twitter | 🧠 Anthropic Gem | 🚂 Midjourney Gem ## Table of Contents * Ruby OpenAI * Table of Contents * Installation * Bundler * Gem install * Usage * Quickstart * With Config * Custom timeout or base URI * Extra Headers per Client * Logging * Errors * Faraday middleware * Azure * Ollama * Counting Tokens * Models * Examples * Chat * Streaming Chat * Vision * JSON Mode * Functions * Edits * Embeddings * Batches * Files * Finetunes * Assistants * Threads and Messages * Runs * Runs involving function tools * Image Generation * DALL·E 2 * DALL·E 3 * Image Edit * Image Variations * Moderations * Whisper * Translate * Transcribe * Speech * Errors * Development * Release * Contributing * License * Code of Conduct
ml-road-map
The Machine Learning Road Map is a comprehensive guide designed to take individuals from various levels of machine learning knowledge to a basic understanding of machine learning principles using high-quality, free resources. It aims to simplify the complex and rapidly growing field of machine learning by providing a structured roadmap for learning. The guide emphasizes the importance of understanding AI for everyone, the need for patience in learning machine learning due to its complexity, and the value of learning from experts in the field. It covers five different paths to learning about machine learning, catering to consumers, aspiring AI researchers, ML engineers, developers interested in building ML applications, and companies looking to implement AI solutions.
lfai-landscape
LF AI & Data Landscape is a map to explore open source projects in the AI & Data domains, highlighting companies that are members of LF AI & Data. It showcases members of the Foundation and is modelled after the Cloud Native Computing Foundation landscape. The landscape includes current version, interactive version, new entries, logos, proper SVGs, corrections, external data, best practices badge, non-updated items, license, formats, installation, vulnerability reporting, and adjusting the landscape view.
generative-ai
This repository contains codes related to Generative AI as per YouTube video. It includes various notebooks and files for different days covering topics like map reduce, text to SQL, LLM parameters, tagging, and Kaggle competition. The repository also includes resources like PDF files and databases for different projects related to Generative AI.
spacy-llm
This package integrates Large Language Models (LLMs) into spaCy, featuring a modular system for **fast prototyping** and **prompting** , and turning unstructured responses into **robust outputs** for various NLP tasks, **no training data** required. It supports open-source LLMs hosted on Hugging Face 🤗: Falcon, Dolly, Llama 2, OpenLLaMA, StableLM, Mistral. Integration with LangChain 🦜️🔗 - all `langchain` models and features can be used in `spacy-llm`. Tasks available out of the box: Named Entity Recognition, Text classification, Lemmatization, Relationship extraction, Sentiment analysis, Span categorization, Summarization, Entity linking, Translation, Raw prompt execution for maximum flexibility. Soon: Semantic role labeling. Easy implementation of **your own functions** via spaCy's registry for custom prompting, parsing and model integrations. For an example, see here. Map-reduce approach for splitting prompts too long for LLM's context window and fusing the results back together
Rapid
Rapid is a web-based modern editor for OpenStreetMap. It integrates advanced mapping tools, authoritative geospatial open data, and cutting-edge technology to empower mappers at all levels to get started quickly, making accurate and fresh edits to maps. Rapid is enhanced with authoritative open data sources and AI-generated roads from the Facebook Map With AI service + buildings from Microsoft open buildings dataset to make adding and editing roads, buildings, and more quick and simple. Rapid also includes data integrity checks to ensure that new map edits are consistent and accurate.
yn
Yank Note is a highly extensible Markdown editor designed for productivity. It offers features like easy-to-use interface, powerful support for version control and various embedded content, high compatibility with local Markdown files, plug-in extension support, and encryption for saving private files. Users can write their own plug-ins to expand the editor's functionality. However, for more extendability, security protection is sacrificed. The tool supports sync scrolling, outline navigation, version control, encryption, auto-save, editing assistance, image pasting, attachment embedding, code running, to-do list management, quick file opening, integrated terminal, Katex expression, GitHub-style Markdown, multiple data locations, external link conversion, HTML resolving, multiple formats export, TOC generation, table cell editing, title link copying, embedded applets, various graphics embedding, mind map display, custom container support, macro replacement, image hosting service, OpenAI auto completion, and custom plug-ins development.
higlabo
HigLabo is a versatile C# library that provides various features such as an OpenAI client library, the fastest object mapper, a DAL generator, and support for functionalities like Mail, FTP, RSS, and Twitter. The library includes modules like HigLabo.OpenAI for chat completion and Groq support, HigLabo.Anthropic for Anthropic Claude AI, HigLabo.Mapper for object mapping, DbSharp for stored procedure calls, HigLabo.Mime for MIME parsing, HigLabo.Mail for SMTP, POP3, and IMAP functionalities, and other utility modules like HigLabo.Data, HigLabo.Converter, and HigLabo.Net.Slack. HigLabo is designed to be easy to use and highly customizable, offering performance optimizations for tasks like object mapping and database access.
AIforEarthDataSets
The Microsoft AI for Earth program hosts geospatial data on Azure that is important to environmental sustainability and Earth science. This repo hosts documentation and demonstration notebooks for all the data that is managed by AI for Earth. It also serves as a "staging ground" for the Planetary Computer Data Catalog.
minio
MinIO is a High Performance Object Storage released under GNU Affero General Public License v3.0. It is API compatible with Amazon S3 cloud storage service. Use MinIO to build high performance infrastructure for machine learning, analytics and application data workloads.
20 - OpenAI Gpts
OpenStreetMap Query
Helps get map data from Open Street Map by generating Overpass Turbo queries. Ask me for mapping features like cafes, rivers or highways
Lifeeventprobabilityanalyzer
Map or simulate a scenario real time analyze probability of a life event coming true based on circumstances
Apple MapKit Complete Code Expert
A detailed expert trained on all 5,961 pages of Apple MapKit, offering complete coding solutions. Saving time? https://www.buymeacoffee.com/parkerrex ☕️❤️
Process Optimization Advisor
Improves operational efficiency by optimizing processes and reducing waste.
GeologyGPT
Expert in geology, providing detailed and accurate information from a vast resource base.
UNSPSC Explorer
Expert in UNSPSC Codes (United Nations Standard Products and Services Code®).
Flex MindMap Generator
なんでもマインドマップにするGPTです。テーマを指定すると関連するサブテーマに展開したマインドマップを作成し、具体的な情報(URL,txtなど)を提供すると、その情報に基づいたマインドマップを作成します。