machine-learning
Get up and running with large language models, locally. Run Llama 2 and other models on macOS. Customize and create your own.
NASA and IBM have teamed up to create an AI Foundation Model for Earth Observations, using large-scale satellite and remote sensing data, including the Harmonized Landsat and Sentinel-2 (HLS) data. By embracing the principles of open AI and open science, both organizations are actively contributing to the global mission of promoting knowledge sharing and accelerating innovations in addressing critical environmental challenges. With Hugging Face's platform, they simplify geospatial model training and deployment, making it accessible for open science users, startups, and enterprises on multi-cloud AI platforms like watsonx. Additionally, Hugging Face enables easy sharing of the pipelines of the model family, which our team calls Prithvi, within the community, fostering global collaboration and engagement.
The world's simplest facial recognition api for Python and the command line.
Recognize and manipulate faces from Python or from the command line with the world's simplest face recognition library.
Operating LLMs in production.
An open platform for operating large language models (LLMs) in production. Fine-tune, serve, deploy, and monitor any LLMs with ease.
Search 1000s of free seamless HD PBR textures. Create Textures With Poly.
Generate 3D materials with AI in a free online editor, or search our growing community library.
Trace Pixels To Vectors in Full Color, Fully Automatically, Using AI.
Convert your JPEG and PNG bitmaps to SVG vectors quickly and easily. Fully Automatically. Using AI.
Accurate AI Transcriptions in Minutes.
Web service proposing to transcribe video and/or audio content using AI
Free and Open Source Machine Translation API. Self-hosted, offline capable and easy to setup.
Unlike other APIs, it doesn't rely on proprietary providers such as Google or Azure to perform translations. Instead, its translation engine is powered by the open source Argos Translate library.
open-source geolocation.
Yachay is an open-source Machine Learning community. We have collected decades worth of useful natural language data from traditional media (i.e. New York Times articles), social media (i.e. Twitter & Reddit), messenger channels, tech blogs, GitHub profiles and issues, the dark web, and legal proceedings, as well as the decisions and publications of government regulators and legislators all across the world.
Segment Anything Model (SAM): a new AI model from Meta AI that can "cut out" any object, in any image, with a single click.
SAM is a promptable segmentation system with zero-shot generalization to unfamiliar objects and images, without the need for additional training.
A NEW ERA OF OPEN LARGE-SCALE MULTI-MODAL DATASETS | LAION.
We present a dataset of 5,85 billion CLIP-filtered image-text pairs, 14x bigger than LAION-400M, previously the biggest openly accessible image-text dataset in the world
Milvus is an open-source vector database built to power embedding similarity search and AI applications. Milvus makes unstructured data search more accessible, and provides a consistent user experience regardless of the deployment environment.
Related contents:
Convert any music library into a music production sample-library with ML.
Polymath uses machine learning to convert any music library (e.g from Hard-Drive or YouTube) into a music production sample-library. The tool automatically separates songs into stems (beats, bass, etc.), quantizes them to the same tempo and beat-grid (e.g. 120bpm), analyzes musical structure (e.g. verse, chorus, etc.), key (e.g C4, E3, etc.) and other infos (timbre, loudness, etc.), and converts audio to midi. The result is a searchable sample library that streamlines the workflow for music producers, DJs, and ML audio developers.
Run open-source LLMs on your computer. Works offline. Zero configuration.
Falcon LLM is a foundational large language model (LLM) with 40 billion parameters trained on one trillion tokens. TII has now released Falcon LLM – a 40B model.
The RedPajama-Data repository contains code for preparing large datasets for training large language models. RedPajama-Data: An Open Source Recipe to Reproduce LLaMA training dataset.
Offline audio transcription and translation.
Transcribe and translate audio offline on your personal computer. Powered by OpenAI's Whisper.
ImageBind One Embedding Space to Bind Them All.
PyTorch implementation and pretrained models for ImageBind. For details, see the paper: ImageBind: One Embedding Space To Bind Them All.
ImageBind learns a joint embedding across six different modalities - images, text, audio, depth, thermal, and IMU data. It enables novel emergent applications ‘out-of-the-box’ including cross-modal retrieval, composing modalities with arithmetic, cross-modal detection and generation.
an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue.
Demo, data, and code to train open-source assistant-style large language model based on GPT-J and LLaMa
🔊 Text-Prompted Generative Audio Model
Bark is a transformer-based text-to-audio model created by Suno. Bark can generate highly realistic, multilingual speech as well as other audio - including music, background noise and simple sound effects. The model can also produce nonverbal communications like laughing, sighing and crying. To support the research community, we are providing access to pretrained model checkpoints, which are ready for inference and available for commercial use.
GPT CLI to auto-generate impressive commits in 1 second 🤯🔫
Easiest 1-click way to install and use Stable Diffusion on your computer. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image.
A full-body keyboard using gestures to type through computer vision.
Semaphore uses OpenCV and MediaPipe's Pose detection to perform real-time detection of body landmarks from video input. From there, relative differences are calculated to determine specific positions and translate those into keys and commands sent via keyboard.
Stability AI Language Models.
This repository contains Stability AI's ongoing development of the StableLM series of language models and will be continuously updated with new checkpoints. The following provides an overview of all currently available models. More coming soon.
Play and create AI-generated adventures with infinite possibilities. Not sure where to start?
Every image is uniquely generated by artificial intelligence. Food items that add an image see 70% more orders and 65% higher sales compared to restaurants that do not.
Lama Cleaner is a free, open-source and fully self-hostable inpainting tool powered by state-of-the-art AI models. You can use it to remove any unwanted object, defect, people from your pictures or erase and replace anything on your pictures.
K8sGPT is a tool for scanning your kubernetes clusters, diagnosing and triaging issues in simple english. It has SRE experience codified into it’s analyzers and helps to pull out the most relevant information to enrich it with AI.
🎚️ Open Source Audio Matching and Mastering. Matchering 2.0 is a novel Containerized Web Application and Python Library for audio matching and mastering.
It follows a simple idea - you take TWO audio files and feed them into Matchering. Our algorithm matches both of these tracks and provides you the mastered TARGET track with the same RMS, FR, peak amplitude and stereo width as the REFERENCE track has.
A Jasper alternative open source with ChatGPT.
This project uses ChatGPT API to create almost any text based output for your need - from marketing content to blog post ideas and a lot more. It uses simple template based components to ask ChatGPT for generating results Creating new templates or tasks take about 30 mins. no more, so you can extend it for your needs or wait for new template release :)
The free AI encyclopedia. AI tools, podcasts, prompts, newsletter, and movies.
A browser interface based on Gradio library for Stable Diffusion.
OpenChatKit provides a powerful, open-source base to create both specialized and general purpose chatbots for various applications. The kit includes an instruction-tuned 20 billion parameter language model, a 6 billion parameter moderation model, and an extensible retrieval system for including up-to-date responses from custom repositories. It was trained on the OIG-43M training dataset, which was a collaboration between Together, LAION, and Ontocord.ai. Much more than a model release, this is the beginning of an open source project. We are releasing a set of tools and processes for ongoing improvement with community contributions.
Whisper is a general-purpose speech recognition model. It is trained on a large dataset of diverse audio and is also a multitasking model that can perform multilingual speech recognition, speech translation, and language identification.
Transcribe and translate any audio file.
Free, fast and accurate transcription of audio files. 100% free to use.
Free AI filter for cleaning up spoken audio. Enhance voice recordings for free.
Speech enhancement makes voice recordings sound as if they were recorded in a professional studio.
Generate, Edit & Filter images using the DALL-E 2 API
dallecli is a command line app designed to provide users with the ability to generate, edit and filter images using the DALL-E 2 API provided by OpenAI.
Coqui STT (frogSTT) is a fast, open-source, multi-platform, deep-learning toolkit for training and deploying speech-to-text models. frogSTT is battle tested in both production and research rocket
Trustable Automation. Steampunk Spotter provides an Assisted Automation Writing tool that analyzes and offers recommendations for your Ansible Playbooks.
Code for the paper Hybrid Spectrogram and Waveform Source Separation.
Demucs is a state-of-the-art music source separation model, currently capable of separating drums, bass, and vocals from the rest of the accompaniment.
Pose Animator takes a 2D vector illustration and animates its containing curves in real-time based on the recognition result from PoseNet and FaceMesh. It borrows the idea of skeleton-based animation from computer graphics and applies it to vector characters.
PhotoPrism® is an AI-Powered Photos App for the Decentralized Web.
It makes use of the latest technologies to tag and find pictures automatically without getting in your way. You can run it at home, on a private server, or in the cloud.
The Open Source Privacy-Focused Voice Assistant.
Mycroft is the world’s leading open source voice assistant. It is private by default and completely customizable.
A hyperparameter optimization framework. Optimize Your Optimization.
An open source hyperparameter optimization framework to automate hyperparameter search
fastai is a deep learning library which provides practitioners with high-level components that can quickly and easily provide state-of-the-art results in standard deep learning domains, and provides researchers with low-level components that can be mixed and matched to build new approaches. It aims to do both things without substantial compromises in ease of use, flexibility, or performance. This is possible thanks to a carefully layered architecture, which expresses common underlying patterns of many deep learning and data processing techniques in terms of decoupled abstractions. These abstractions can be expressed concisely and clearly by leveraging the dynamism of the underlying Python language and the flexibility of the PyTorch library. fastai includes:
Qdrant (read: quadrant ) is a vector similarity search engine and vector database. It provides a production-ready service with a convenient API to store, search, and manage points - vectors with an additional payload. Qdrant is tailored to extended filtering support. It makes it useful for all sorts of neural-network or semantic-based matching, faceted search, and other applications.
Related contents:
AI imagined images. Pythonic generation of stable diffusion images.
Free UI faces for designers, avatars, dummy faces, AI generated people faces. UI faces for your web projects and designs AI generated people faces you can use in your works for free
This repository shares example code and example prompts for accomplishing common tasks with the OpenAI API. To try these examples yourself, you’ll need an OpenAI account. Create a free account to get started. Most code examples are written in Python, though the concepts can be applied in any language. In the same way that a cookbook's recipes don't span all possible meals or techniques, these examples don't span all possible use cases or methods. Use them as starting points upon which to elaborate, discover, and invent.
Level up your dbt™ skills on your own time with dbt Fundamentals.Learn Analytics Engineering with dbt.
Introduction to Natural Language Processing (NLP) tools, frameworks, concepts, resources for Python
YOLOv5 in PyTorch > ONNX > CoreML > TFLite. YOLOv5 is the world's most loved vision AI, representing Ultralytics open-source research into future vision AI methods, incorporating lessons learned and best practices evolved over thousands of hours of research and development.
spaCy is a modern Python library for industrial-strength Natural Language Processing. In this free and interactive online course, you'll learn how to use spaCy to build advanced natural language understanding systems, using both rule-based and machine learning approaches.
Stable Diffusion GUI App for MacOS. Diffusion Bee is the easiest way to run Stable Diffusion locally on your Intel / M1 Mac. Comes with a one-click installer. No dependencies or technical knowledge needed.