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awesome_OpenSetRecognition_list

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

awesome-list open-set open-set-domain-adaptation open-set-recognition open-source open-word-recognition out-of-distribution-detection

1,208 stars
150 forks
215 projects

Last updated: 08 Jun 2026

Awesome-Out-Of-Distribution-Detection

Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc

anomaly anomaly-detection awesome awesome-lists distribution-shifts novelty-detection ood-detection ood-generalization ood-robustness open-set

1,012 stars
81 forks
661 projects

Last updated: 06 Jul 2026

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awesome-list 4,401 awesome 3,935 awesome-lists 632 machine-learning 479 list 425 deep-learning 393 resources 336 ai 330 llm 286 python 232 hacktoberfest 231 lists 205 javascript 201 security 182 artificial-intelligence 181 open-source 162 programming 155 blockchain 146 computer-vision 146 large-language-models 134 ai-agents 129 nlp 128 curated-list 127 tools 125 data-science 114 chatgpt 111 react 110 mcp 106 android 97 natural-language-processing 93 learning 90 developer-tools 89 devops 89 linux 88 awesome-readme 87 cybersecurity 85 ios 83 reinforcement-learning 81 papers 81 awesome-resources 80 ethereum 76 css 76 openai 76 robotics 74 rust 70 kubernetes 67 nodejs 67 generative-ai 66 computer-science 65 collection 63 macos 63 ai-tools 63 survey 62 claude-code 62 playground 61 design 61 game-development 60 golang 60 free-resources 59 datasets 58 java 58 web3 57 getvm 57 privacy 56 hacking 55 php 55 claude 55 frontend 54 automation 54 bitcoin 54 llms 52 prompt-engineering 52 swift 51 tutorial 51 go 50 education 49 web 49 paper 49 free 49 agent 48 gpt 48 github 48 tutorials 48 typescript 47 data 47 research 46 security-tools 46 books 46 cloud 45 opensource 45 deep-neural-networks 45 dataset 45 development 45 productivity 45 cryptocurrency 45 api 44 agentic-ai 44 data-visualization 43 html 43 database 42 documentation 42 vue 41 gamedev 41 docker 41 community 40 agents 40 software 39 ml 39 paper-list 39 diffusion-models 39 collections 39 web-development 38 game 37 algorithms 36 neural-network 36 iot 35 anthropic 35 open-data 35 self-hosted 34 agent-skills 34 testing 34 aws 34 rag 34 courses 34 labex 34 hands-on 34 reactjs 34 skills 33 hardware 33 cli 33 exercises 33 multimodal 33 cpp 33 crypto 33 model-context-protocol 32 gemini 32 software-engineering 32 flutter 32 framework 32 video 32 defi 31 react-native 31 graph-neural-networks 31 marketing 31 solidity 31 games 31 mlops 31 projects 30 bioinformatics 30 transformer 30 libraries 30 ruby 30 penetration-testing 30 dotnet 29 prompts 29 saas 29 architecture 29 pentesting 29 microsoft 29 ai-agent 29 mobile 28 smart-contracts 28 best-practices 28 openclaw 28 reverse-engineering 28 csharp 28 cryptography 27 slam 27 angular 27 links 27 science 27 tensorflow 27 windows 27 music 27 object-detection 27 osint 26 serverless 26 pytorch 26 library 26 image-generation 26 data-analysis 26 self-supervised-learning 26 django 25 knowledge-graph 25 git 25 nextjs 25 foundation-models 25 learning-resources 25 embedded 25 kotlin 25 jobs 25 3d 25 data-mining 25 seo 25 coding 25 awsome-list 24 segmentation 24 ui 24 chatbot 24 apple 24 mathematics 24 time-series 24 infosec 24 neural-networks 24 markdown 24 devsecops 24 sql 24 computer-graphics 24 engineering 23 interview 23 blog 23 roadmap 23 reasoning 23 unity 23 chinese 23 audio 23 game-engine 23 awesomeness 23 mcp-server 23 video-generation 23 autonomous-driving 23 python3 22 c 22 programming-language 22 federated-learning 22 visualization 22 finance 22 cloud-computing 22 website 22 plugins 22 networking 22 startup 22 startups 22 decentralized 22 deeplearning 22 awsome 21 gpt-3 21 graphql 21 r 21 hacktoberfest-accepted 21 apps 21 statistics 21 software-development 21 llama 21 monitoring 21 benchmark 21 blogs 21 opendata 20 azure 20 graph 20 curated 20 deepseek 20 mcp-servers 20 machinelearning 20 llm-agents 20 youtube 20 backend 20 embodied-ai 20 cursor 20 codex 20 js 20 langchain 20 terminal 20 autonomous-agents 20 speech-recognition 19 optimization 19 ai-safety 19 transformers 19 data-structures 19 vibe-coding 19 big-data 19 raspberry-pi 19 stable-diffusion 19 text-to-image 19 gpt-4 19 claude-skills 18 cloud-native 18 bugbounty 18 swiftui 18 vlm 18 prompt 18 aigc 18 analytics 18 generative-art 18 laravel 18 telegram 18 gis 18 front-end 18 guidelines 18 representation-learning 18 command-line 17 code 17 data-engineering 17 generative-model 17 multi-agent 17 pentest 17 webgl 17 quantization 17 bash 17 nerf 17 autonomous-vehicles 17 animation 17 containers 17 cheatsheet 17 malware-analysis 16 beginner-friendly 16 image-processing 16 videos 16 espana 16 ros 16 foss 16 spain 16 algorithm 16 copilot 16 dart 16 performance 16 articles 16 microservices 16 bert 16 distributed-systems 16 android-development 16 knowledge 16 reddit 16 language 16 large-language-model 16 vscode 15 remote-sensing 15 technology 15 google 15 art 15 medical-imaging 15 cms 15 pose-estimation 15 p2p 15 awesome-ai 15 llmops 15 selfhosted 15 databases 15 vuejs 15 code-generation 15 mysql 15 ai-coding 15 react-components 15 mac 15 wasm 15 gaming 15 npm 15 anomaly-detection 15 multimodal-large-language-models 15 multimodal-deep-learning 15 graphics 15 webassembly 15 evm 15 readme 15 system-design 15 detection 15 leetcode 15 mllm 15 resource 15 vision-language-model 14 android-library 14 multimodal-learning 14 oss 14 yolo 14 solana 14 frameworks 14 generative-adversarial-network 14 discord 14 drones 14 recommender-system 14 wordpress 14 deep-reinforcement-learning 14 dotnet-core 14 ecommerce 14 node 14 icons 14 trading 14 podcast 14 language-model 14 software-libre 14 planning 14 3d-graphics 14 diffusion 14 threat-intelligence 13 cyber-security 13 sre 13 rl 13 rest-api 13 utilities 13 webdevelopment 13 infrastructure 13 search 13 model-compression 13 mobile-development 13 open-science 13 text-to-video 13 workflow 13 dapp 13 automl 13 datos-abiertos 13 pwa 13 healthcare 13 developer 13 gan 13 interview-questions 13 cicd 13 ai-security 13 sysadmin 13 programming-languages 13 semantic-segmentation 13 transfer-learning 13 continual-learning 13 ctf 13 edge-computing 13 microservice 13 bug-bounty 13 svelte 13 objective-c 13 observability 13 sustainability 13 quantum-computing 13 uav 13 ui-design 13 storage 13 unicorns 13 email 12 application 12 creative-coding 12 cuda 12 leadership 12 software-architecture 12 fuzzing 12 gpu 12 geospatial 12 question-answering 12 es6 12 infrastructure-as-code 12 graphics-programming 12 authentication 12 machine-learning-algorithms 12 vector-database 12 guide 12 vision-and-language 12 ux 12 static-site-generator 12 article 12 postgresql 12 web-design 12 time-series-analysis 12 privacy-tools 12 cross-platform 12 compliance 12 xai 12 ros2 12 static-analysis 12 elasticsearch 12 search-engine 12 simulation 12 webapp 12 rails 12 multi-agent-systems 12 speech-to-text 12 chain-of-thought 12 image 12 neuroscience 12 free-software 12 ai-art 12 unsupervised-learning 11 point-cloud 11 vulnerabilities 11 llm-security 11 3d-reconstruction 11 evaluation 11 fintech 11 vr 11 podcasts 11 webpack 11 drone 11 social-media 11 prompt-injection 11 datascience 11 qwen 11 design-systems 11 movies 11 minecraft 11 apis 11 management 11 classification 11 writing 11 coding-agents 11 knowledge-base 11 fpga 11 book 11 elixir 11 unity3d 11 social-network 11 packages 11 hacking-tools 11 few-shot-learning 11 swift-library 11