The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Repository Index
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InstantID: Zero-shot Identity-Preserving Generation in Seconds 🔥
Pioneering Automated GUI Interaction with Native Agents
Main Sigma Rule Repository
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
- machine-learning
- experiment-track
- deep-learning
- keras
[CVPR 2024] Official repository for "MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model"
[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
- object-detection
- open-world
- open-world-detection
- vision-language
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
- wandb
- reinforcement-learning
- pytorch
- python
Hackable and optimized Transformers building blocks, supporting a composable construction.
Implementation of Nougat Neural Optical Understanding for Academic Documents
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.
- academia
- arxiv
- brave
- deep-research
AutoML library for deep learning
- automl
- neural-architecture-search
- automated-machine-learning
- python
Your self hosted YouTube media server
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
Automated Machine Learning with scikit-learn
- automl
- scikit-learn
- automated-machine-learning
- hyperparameter-optimization
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
- ai
- code-intelligence
- dead-code
- developer-tools
Trail of Bits skills for security research, vulnerability detection, and audit workflows
Easy & Flexible Alerting With ElasticSearch
:bookmark: Personal mini-web in text
- bookmark
- bookmark-manager
- command-line
- standalone
One webpage for every book ever published!
- internet-archive
- open-source
- books
- library-catalogue
A lightweight, object-oriented finite state machine implementation in Python with many extensions
- python
- state-machine
- nested-states
- hierarchical-state-machine
Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.
- neocortex
- artificial-intelligence
- machine-intelligence
- hierarchical-temporal-memory
macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.