Best AI tools for< Map Space >

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 both 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.

SkyReels is a video sharing platform that allows users to upload, watch, and share short video clips. It provides a space for users to showcase their creativity, talent, and moments with a global audience. With a user-friendly interface, SkyReels aims to connect people through engaging visual content and foster a sense of community among creators and viewers alike.

**Mappedin** is an indoor mapping platform that allows users to create and publish interactive 3D maps of indoor spaces. The platform uses AI to automate the process of map creation, making it easy for users to create accurate and up-to-date maps of their indoor spaces. Mappedin maps can be used for a variety of purposes, including wayfinding, asset tracking, and space planning.

Map Mind is an AI-powered mind mapping tool that helps users organize their thoughts and ideas. It provides a variety of features to help users create beautiful and effective mind maps, including AI-powered tools that can help users generate ideas, organize their thoughts, and create visual representations of their ideas.

AI Map is an innovative AI tool that provides users with smarter maps and descriptive navigation. By leveraging artificial intelligence technology, users can articulate their search criteria and receive high-quality results prioritized for human comprehension. The application aims to enhance the exploration experience by offering real-time search guides. AI Map is designed to revolutionize the way people navigate and discover new places.

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.

Proxi is a web-based application that allows users to create custom maps with pins. Users can search for places near an area, plan day trips, explore history, find places with a specific vibe, and paste text to map the places. Proxi also offers a variety of map templates that users can customize to create their own maps.

WiseMap is an AI-powered mind mapping tool that helps users to brainstorm, plan, and organize their ideas. With just a few keywords, WiseMap's AI can generate an initial mind map structure, complete with a unique background image. Users can then manually edit and expand their maps, adding nodes, connections, and notes. WiseMap also offers collaboration features, allowing users to share their maps with others and work together on projects.

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 effort by utilizing AI to identify map features and provides a high-level overview of unmapped areas using AI-analyzed satellite imagery. Rapid aims to help map the world by displaying open map data and machine learning detections, making mapping clear and simple for humanitarian and community groups.

The Visualizer is an AI-powered tool designed to map out and summarize various types of content such as papers, YouTube videos, documents, podcasts, websites, lectures, articles, and PDFs. It helps users cut down reading time and absorb knowledge faster by providing visual summaries. The tool is trusted by over 3000 educators and learners and is known for its superb performance on different devices. The Visualizer uses AI-generated mind maps to simplify complex topics into visual formats, making it easier to understand and remember detailed concepts. It also reduces mental strain, allowing users to focus better on creative solutions and everyday problem-solving.

Xmind is an AI-powered mind mapping tool that offers seamless team collaboration. It provides a full-featured platform for creating mind maps and brainstorming, with intuitive features to spark creativity. Users can jot down ideas, organize thoughts, and customize mind maps with ease. Xmind also offers unique structures like Fishbone, Org Chart, and Timeline, along with features such as Outliner, ZEN Mode, and Pitch Mode for enhanced productivity. The tool prioritizes user privacy, with no monitoring or tracking of private data, ad-free experience, and local file storage for enhanced security. Xmind has garnered positive feedback from users worldwide, including educators, professionals, and students, who praise its simplicity, power, and effectiveness in various tasks.

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.

GoProfiles is an AI People Platform designed for employee engagement and recognition. It offers features such as employee profiles, peer recognition, rewards, org chart visualization, dynamic people data search, and an AI assistant for company questions and connections. The platform aims to foster a connected and engaged culture within organizations by providing tools for meaningful coworker interactions and employee insights.

Mapify is an AI-powered tool that transforms any type of content, such as text, images, audio, and files, into clear and concise mind maps. It helps users break down complex information into structured visual representations, saving time and enhancing productivity. Mapify offers features like instant mapping from documents and videos, text-to-image conversion, and AI-assisted brainstorming. Users can benefit from built-in AI templates, real-time web access, and chat interactions to optimize their workspace and idea visualization process.

AflowMind is a cloud-based AI mind mapping and brainstorming software that offers a full suite of features to enhance creativity and productivity. With AI copilot assistance, users can collaborate online to spark ideas, generate mind maps from prompts, text, and files, and access their data seamlessly across devices. The application aims to streamline idea generation, project planning, and problem-solving processes by leveraging AI technology.

Local Falcon is an AI-powered local rank tracking and analysis tool that provides businesses with accurate insights into their local search rankings. It offers a bird's-eye view of search rankings on an intuitive geo-grid map format and utilizes unique AI analysis to offer recommendations. With features like SoLV metric, Campaigns for automated scans, and Falcon AI for SEO analysis, Local Falcon simplifies local SEO optimization for businesses of all sizes. The tool helps users track local SEO performance over time, understand local search ranking factors, and make informed decisions to improve visibility and conversions.

Linfo.ai is an AI-powered Article & Youtube Summary & Mind Map tool with GPT Extension that provides users with instant summaries and structured insights from articles, reports, and videos. It allows users to dive deep into any topic, surface valuable insights effortlessly, and customize content hierarchy for quick navigation and comprehension. The tool is designed for professionals who need to process information quickly and efficiently.

Keyword Insights is an AI-driven content marketing platform that offers a suite of tools to streamline keyword research, clustering, search intent analysis, content brief generation, and AI-powered writing assistance. The platform enables users to generate thousands of keyword ideas, group them into topical clusters, optimize existing content effortlessly, and excel in SEO without requiring expertise. Trusted by global agencies, SMBs, content marketers, and SEO experts, Keyword Insights helps users execute content marketing efforts with precision, efficiency, and effectiveness.

Minduck is an AI-powered generating platform that helps users unleash their creativity and productivity. It offers features such as automatic analysis of words, recommendation of creation types, visualizations of ideas, and deepening of concepts with AI. Trusted by users from various backgrounds, Minduck simplifies tasks like image generation, content creation, and idea expansion. With its intuitive human creativity and AI efficiency, Minduck aims to assist users in taking the first step beyond ideas and turning them into reality.

Rapid Editor Mastodon is a versatile online platform that offers a wide range of editing tools for various types of content. Users can easily edit text, images, videos, and more in a user-friendly interface. The platform is designed to streamline the editing process and enhance productivity. With a focus on speed and efficiency, Rapid Editor Mastodon caters to professionals and individuals looking to create high-quality content with ease.

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.

OpenedAI Speech is a free, private text-to-speech server compatible with the OpenAI audio/speech API. It offers custom voice cloning and supports various models like tts-1 and tts-1-hd. Users can map their own piper voices and create custom cloned voices. The server provides multilingual support with XTTS voices and allows fixing incorrect sounds with regex. Recent changes include bug fixes, improved error handling, and updates for multilingual support. Installation can be done via Docker or manual setup, with usage instructions provided. Custom voices can be created using Piper or Coqui XTTS v2, with guidelines for preparing audio files. The tool is suitable for tasks like generating speech from text, creating custom voices, and multilingual text-to-speech applications.

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.

Trinity is an Explainable AI (XAI) Analysis and Visualization tool designed for Deep Learning systems or other models performing complex classification or decoding. It provides performance analysis through interactive 3D projections that are hyper-dimensional aware, allowing users to explore hyperspace, hypersurface, projections, and manifolds. Trinity primarily works with JSON data formats and supports the visualization of FeatureVector objects. Users can analyze and visualize data points, correlate inputs with classification results, and create custom color maps for better data interpretation. Trinity has been successfully applied to various use cases including Deep Learning Object detection models, COVID gene/tissue classification, Brain Computer Interface decoders, and Large Language Model (ChatGPT) Embeddings Analysis.

This repository contains a collection of papers and code for the CVPR 2024 conference. The papers cover a wide range of topics in computer vision, including object detection, image segmentation, image generation, and video analysis. The code provides implementations of the algorithms described in the papers, making it easy for researchers and practitioners to reproduce the results and build upon the work of others. The repository is maintained by a team of researchers at the University of California, Berkeley.

IW5 Bot Warfare is a GSC mod for the PlutoniumIW5 project that adds playable AI to the multiplayer games of Modern Warfare 3. It features a Waypoint Editor for creating and modifying bot's waypoints, a customizable menu for editing bot DVARs, compatibility with other mods, AI clients that simulate real players, and various bot behaviors such as capturing objectives, using killstreaks, targeting equipment, and more. The mod aims to provide a comprehensive Combat Training experience for MW3 multiplayer games.

aiostream provides a collection of stream operators for creating asynchronous pipelines of operations. It offers features like operator pipe-lining, repeatability, safe iteration context, simplified execution, slicing and indexing, and concatenation. The stream operators are categorized into creation, transformation, selection, combination, aggregation, advanced, timing, and miscellaneous. Users can combine these operators to perform various asynchronous tasks efficiently.

LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user can see the progress of the agents and the final answer. No OpenAI or Google API keys are needed.

AI Town is a virtual town where AI characters live, chat, and socialize. This project provides a deployable starter kit for building and customizing your own version of AI Town. It features a game engine, database, vector search, auth, text model, deployment, pixel art generation, background music generation, and local inference. You can customize your own simulation by creating characters and stories, updating spritesheets, changing the background, and modifying the background music.

Notes on AI state of the art, with a focus on generative and large language models. These are the "raw materials" for the https://lspace.swyx.io/ newsletter. This repo used to be called https://github.com/sw-yx/prompt-eng, but was renamed because Prompt Engineering is Overhyped. This is now an AI Engineering notes repo.

Eval-Scope is a framework for evaluating and improving large language models (LLMs). It provides a set of commonly used test datasets, metrics, and a unified model interface for generating and evaluating LLM responses. Eval-Scope also includes an automatic evaluator that can score objective questions and use expert models to evaluate complex tasks. Additionally, it offers a visual report generator, an arena mode for comparing multiple models, and a variety of other features to support LLM evaluation and development.

IW4 Bot Warfare is a GSC mod for IW4x that adds playable AI to the multiplayer games of Modern Warfare 2. It features a Waypoint Editor for creating and modifying bot's waypoints, a customizable menu for editing bot DVARs, compatibility with other mods, loading waypoints from CSV files, and AI clients that simulate real players in various game modes with realistic behaviors and abilities. The mod aims to enhance the multiplayer experience by providing a challenging and dynamic gameplay environment with intelligent bots that interact with the game world effectively.

Uni-MoE is a MoE-based unified multimodal model that can handle diverse modalities including audio, speech, image, text, and video. The project focuses on scaling Unified Multimodal LLMs with a Mixture of Experts framework. It offers enhanced functionality for training across multiple nodes and GPUs, as well as parallel processing at both the expert and modality levels. The model architecture involves three training stages: building connectors for multimodal understanding, developing modality-specific experts, and incorporating multiple trained experts into LLMs using the LoRA technique on mixed multimodal data. The tool provides instructions for installation, weights organization, inference, training, and evaluation on various datasets.

ML-AI-2-LT is a repository that serves as a glossary for machine learning and deep learning concepts. It contains translations and explanations of various terms related to artificial intelligence, including definitions and notes. Users can contribute by filling issues for unclear concepts or by submitting pull requests with suggestions or additions. The repository aims to provide a comprehensive resource for understanding key terminology in the field of AI and machine learning.

horde-engine is a wrapper around ComfyUI designed to run inference pipelines visually designed in the ComfyUI GUI. It enables users to design inference pipelines in ComfyUI and then call them programmatically, maintaining compatibility with the existing horde implementation. The library provides features for processing Horde payloads, initializing the library, downloading and validating models, and generating images based on input data. It also includes custom nodes for preprocessing and tasks such as face restoration and QR code generation. The project depends on various open source projects and bundles some dependencies within the library itself. Users can design ComfyUI pipelines, convert them to the backend format, and run them using the run_image_pipeline() method in hordelib.comfy.Comfy(). The project is actively developed and tested using git, tox, and a specific model directory structure.

This is a development tutorial for eBPF based on CO-RE (Compile Once, Run Everywhere). It provides practical eBPF development practices from beginner to advanced, including basic concepts, code examples, and real-world applications. The tutorial focuses on eBPF examples in observability, networking, security, and more. It aims to help eBPF application developers quickly grasp eBPF development methods and techniques through examples in languages such as C, Go, and Rust. The tutorial is structured with independent eBPF tool examples in each directory, covering topics like kprobes, fentry, opensnoop, uprobe, sigsnoop, execsnoop, exitsnoop, runqlat, hardirqs, and more. The project is based on libbpf and frameworks like libbpf, Cilium, libbpf-rs, and eunomia-bpf for development.

CoLLM is a novel method that integrates collaborative information into Large Language Models (LLMs) for recommendation. It converts recommendation data into language prompts, encodes them with both textual and collaborative information, and uses a two-step tuning method to train the model. The method incorporates user/item ID fields in prompts and employs a conventional collaborative model to generate user/item representations. CoLLM is built upon MiniGPT-4 and utilizes pretrained Vicuna weights for training.

Pixeltable is a Python library designed for ML Engineers and Data Scientists to focus on exploration, modeling, and app development without the need to handle data plumbing. It provides a declarative interface for working with text, images, embeddings, and video, enabling users to store, transform, index, and iterate on data within a single table interface. Pixeltable is persistent, acting as a database unlike in-memory Python libraries such as Pandas. It offers features like data storage and versioning, combined data and model lineage, indexing, orchestration of multimodal workloads, incremental updates, and automatic production-ready code generation. The tool emphasizes transparency, reproducibility, cost-saving through incremental data changes, and seamless integration with existing Python code and libraries.

Guides on map reading and interpretation, with an educational and practical approach.

Crafts lore-rich descriptions and visual maps of fictional lands.

I weave mystical cartography tales.

Upload your process map and I will analyse and suggest improvements

Guides in creating tailored mind maps with interactive dialogue.

Crafts detailed and personalized fantasy maps for writers and RPG enthusiasts.

私はあなたのインプット情報を全て構造化データとしてマインドマップ化します。あなたがマインドマップ化したい情報をそのまま直接入力してください！

Analyzes and visualizes Wardley Maps from text

Friendly expert in visual mind maps and markdown.

Japanese patent data graph generator with user engagement

根据《战略地图》回答问题

Creates Reforge framework feature maps in tabular format.

Rich instant tactical top down grid maps. Describe your RPG encounter setting in rich detail. Dimensions, surroundings, ground and objects. Just not the monsters or players.

Helper for Wardley Map value chain analysis

Map or simulate a scenario real time analyze probability of a life event coming true based on circumstances

A map of food. Dalle-3 Guides you on visual food journey without borders.

I map your travel stories.

Mind Map & Flowchart Assistant for Quantum Computer Design

A practical map to navigate your feelings, based on the fundamental laws of nature.

Tour guide with map pins