AI Wiki Technology
January 19, 2023

100+ AI generative models: Database of types, sectors, API & more

Generative models are a type of artificial intelligence (AI) model that generates new data from existing data. Generative models are a highly efficient and effective way to create new images, texts, and even music from existing data. Generative models are also used to enhance existing data and to generate new data that is not available in the existing dataset. In this blog, we will discuss the different types of generative models, the sectors where generative models are used, and how generative models can be used in different ways.

100+ All AI Generative Models: Database of Types, Sectors, API & more
Credit: Midjourney

Benefits of Generative Models

Additionally, new 3D models, videos, and music are created from existing data using generative models. This method of creating new models without starting from scratch is really effective. Additionally, generative models can be utilized to create new data that isn’t present in the current dataset.

Sectors Where Generative Models are Used

Numerous industries, including healthcare, banking, e-commerce, advertising, and more, use generative models. When developing new products and services as well as improving those that already exist, generative models are employed.

Generative Model API

Models that generate APIs are accessible from a range of suppliers, including Google, Microsoft, IBM, Amazon, open source projects like TensorFlow and PyTorch, third-party vendors like OpenAI and DeepMind, and others.

Generative AI Database

NameURLTypesModels
DALL-E 2https://openai.com/dall-e-2/text-to-imageGeneration
chatGPThttps://chat.openai.com/text-to-textGeneration
GPT-3https://beta.openai.com/playgroundtext-to-textGeneration
Imagenhttps://imagen.research.google/text-to-imageGeneration
Midjourneyhttps://www.midjourney.com/home/text-to-imageGeneration
Stable Diffusionhttps://beta.dreamstudio.aitext-to-imageGeneration
Wonderhttps://linktr.ee/wonder_aitext-to-imageGeneration
Nightcafehttps://creator.nightcafe.studio/create-nft-arttext-to-NFT,text-to-imageGeneration
Neural.lovehttps://neural.love/image-to-text,text-to-imageClassification,Generation,Transformation
Wombohttps://www.wombo.art/text-to-imageGeneration
LensAI (Lens Protocol)lens.xyztext-to-NFTGeneration
Craiyonhttps://www.craiyon.com/text-to-imageGeneration
GauGAN2 by NVIDIAhttp://gaugan.org/gaugan2/text-to-imageGeneration
GPT-3 x Image Captionshttps://www.auxiliary.tools/image-to-text
Muse (Lightning AI)https://lightning.ai/musetext-to-imageGeneration
Echo (Lightning AI)https://lightning.ai/echoaudio-to-textGeneration
Pixrayhttps://replicate.com/dribnet/pixray-text2imagetext-to-imageGeneration
Goosehttps://goose.ai/text-to-textGeneration
Coherehttps://cohere.ai/text-to-textClassification,Generation
Writesonichttps://writesonic.com/text-to-text
Jasper.aihttps://jasper.aitext-to-image,text-to-textGeneration
Chibi.aihttps://chibi.ai/text-to-textGeneration
Copy.aihttps://www.copy.ai/text-to-textGeneration
CopySmithhttps://copysmith.ai/text-to-textGeneration
Nichesshttps://nichesss.com/text-to-textGeneration
Simplifiedhttps://simplified.com/text-to-image,text-to-textGeneration
Github copilothttps://github.com/features/copilottext-to-codeGeneration
Replit – Ghostwriterhttps://replit.com/site/ghostwritertext-to-codeGeneration
Syneshtesiahttps://www.synthesia.io/text-to-videoGeneration
RunwayMLhttps://runwayml.com/text-to-videoGeneration
Descripthttps://www.descript.com/audio-to-text,text-to-audioClassification,Transformation
Grammarlyhttps://www.grammarly.com/text-to-textTransformation
HubSpothttps://hubspot.com/text-to-text
MarketMusehttps://www.marketmuse.com/text-to-textGeneration
Frasehttps://www.frase.io/tools/text-to-textGeneration,Transformation
AI12.comhttps://ai21.com/text-to-textTransformation
GPT-Jhttps://6b.eleuther.ai/text-to-textGeneration
Inferkithttps://inferkit.com/text-to-textGeneration
Flowritehttps://www.flowrite.com/text-to-textGeneration
Blog Idea Generatorhttps://www.usetopic.com/blog-idea-generatortext-to-textGeneration
Sudowritehttps://www.sudowrite.com/text-to-textGeneration
Research AIhttps://researchai.co/text-to-textGeneration
IdeasAIhttps://ideasai.com/text-to-textGeneration
ideasbyaihttps://ideasby.ai/text-to-text
AssemblyAIhttps://www.assemblyai.com/audio-to-textTransformation
Requstoryhttps://requstory.com/text-to-textGeneration
wellsaidhttps://wellsaidlabs.com/text-to-audioGeneration
Resemblehttps://www.resemble.ai/text-to-audioGeneration
Voicemodhttps://www.voicemod.net/audio-to-audio,text-to-audio,text-to-musicTransformation
flikihttps://fliki.ai/text-to-audio,text-to-videoGeneration
Play hthttps://play.ht/text-to-audioGeneration
murfhttps://murf.ai/text-to-audioGeneration
MetaAI (text to video)https://ai.facebook.com/text-to-videoGeneration
Whisper (OpenAI)https://openai.com/blog/whisper/audio-to-textTransformation
AudioLMhttps://google-research.github.io/seanet/audiolm/examples/audio-to-audioTransformation
Phenakihttps://phenaki.video/text-to-videoGeneration
MDM: Human Motion Diffusion Modelhttps://guytevet.github.io/mdm-page/text-to-motionGeneration
Treehttps://tree.industries/text-to-motionGeneration
CLIP-Meshhttps://www.nasir.lol/clipmeshtext-to-3dGeneration
GET3Dhttps://nv-tlabs.github.io/GET3D/text-to-3dGeneration
DreamFusion (Google)https://dreamfusion3d.github.io/text-to-3dGeneration
MetaAI (Brain activity model)https://ai.facebook.com/blog/ai-speech-brain-activity/brain-to-textGeneration
Non-invasive brain recordingshttps://www.biorxiv.org/content/10.1101/2022.09.29.509744v1brain-to-textGeneration
Supercreator.aihttps://www.supercreator.ai/link-to-text,text-to-imageGeneration
Feedhivehttps://feedhive.io/text-to-textGeneration
aflorithmichttps://www.aflorithmic.ai/text-to-audioGeneration
Playground aihttps://playgroundai.com/text-to-imageGeneration
supermeme.aihttps://www.supermeme.ai/text-to-memeGeneration
Contexthttps://addcontext.xyz/text-to-textGeneration
Steve.aihttps://www.steve.ai/text-to-videoGeneration
Mem.aihttps://mem.ai/text-to-textClassification
Tabninetabnine.comtext-to-codeGeneration
mutableAIhttps://mutable.ai/text-to-codeGeneration
Amazon CodeWhispererhttps://aws.amazon.com/codewhisperer/text-to-codeGeneration
rytrhttps://rytr.me/text-to-textGeneration
MoonBeamhttps://www.gomoonbeam.com/text-to-textGeneration
berthahttps://bertha.ai/text-to-image,text-to-textGeneration
anywordhttps://anyword.com/text-to-textGeneration
hypotenusehttps://www.hypotenuse.ai/text-to-image,text-to-textGeneration
letterdrophttps://letterdrop.com/text-to-textGeneration
Pepper Typehttps://www.peppertype.ai/text-to-textGeneration
omnekyhttps://www.omneky.com/text-to-imageGeneration
contendahttps://contenda.co/video-to-videoTransformation
wordtunehttps://www.wordtune.com/text-to-textGeneration
subtxthttps://subtxt.app/text-to-textGeneration
laikahttps://www.writewithlaika.com/text-to-textGeneration
novelAIhttps://novelai.net/text-to-image,text-to-textGeneration
writerhttps://writer.com/text-to-textGeneration
composeAIhttps://www.compose.ai/text-to-textGeneration
hyperwriteAIhttps://hyperwriteai.com/text-to-textGeneration
PhotoRoomhttps://www.photoroom.com/image-to-image,text-to-imageGeneration,Transformation
rosebudhttps://www.rosebud.ai/text-to-image,text-to-videoGeneration
lexicahttps://lexica.art/text-to-imageGeneration
alpacaAIhttps://www.getalpaca.io/text-to-imageGeneration
mage spacehttps://www.mage.space/text-to-imageGeneration
nyx galleryhttps://nyx.gallery/text-to-imageGeneration
kreaAIhttps://www.krea.ai/text-to-imageGeneration
artbreederhttps://www.artbreeder.com/text-to-imageGeneration
DeepAIhttps://deepai.org/text-to-imageGeneration
Created and provided by @aaronsiim

Generative AI Types and Sectors

NameUsesTwitterSectorAPI
DALL-E 2@openaiGeneral ImageYes
chatGPTGPT-3.5,OpenAI@openaiSearch Engine
GPT-3@openaiWritingYes
ImagenCLIP,VQ-GAN@googIeresearchGeneral Image
MidjourneyConsumer/Social
Stable Diffusion@stabilityaiGeneral Image
Wonder@wonderaiappGeneral Image
NightcafeDALL•E 2,Stable Diffusion@nightcafestudioGeneral Image, Web3/NFT
Neural.love@neural_loveGeneral ImageYes
Wombo@WOMBOGeneral Image
LensAI (Lens Protocol)Lens Protocol@LensProtocolGeneral Image,Web3/NFT
CraiyonDALL•E 2@craiyonaiGeneral Image
GauGAN2 by NVIDIAGeneral Image
GPT-3 x Image CaptionsTransformationGPT-3@shivkanthbExperimental
Muse (Lightning AI)@LightningAIGeneral Image
Echo (Lightning AI)@LightningAIWriting
Pixray@pixrayExperimental,General Image
GooseWritingYes
Cohere@CohereAIWritingYes
WritesonicGenerationGPT-3@WriteSonicMarketing
Jasper.aiGPT-3@heyjasperaiMarketing
Chibi.ai@GetChibiAIMarketing
Copy.aiGPT-3@copy_aiMarketing
CopySmithGPT-3@copysmith_aiMarketingYes
Nichess@malcolmtysonMarketing
Simplified@sosimplifiedMarketing
Github copilot@githubCode Generation
Replit – GhostwriterCodeBERT,GPT-3@replitCode GenerationYes
Syneshtesia@synthesiaIOMarketing,Video editing
RunwayML@runwaymlVideo editing
DescriptOpenAI@DescriptAppSpeech
Grammarly@GrammarlyMarketing,Writing
HubSpotClassification,Generation@HubSpotMarketing,Writing
MarketMuse@MarketMuseCoAnalytics,Marketing
Frase@fraseHQMarketing
AI12.com@AI21LabsWriting
GPT-J@mysticdotaiExperimental,Writing
Inferkit@AdamDanielKingWritingYes
Flowrite@flowritecomMarketing
Blog Idea GeneratorGPT-3Marketing
Sudowrite@superamit & @jamesjyuMarketing,Writing
Research AIMarketing,Writing
IdeasAIGPT-3@levelsioIdeas,Marketing
ideasbyaiGenerationGPT-3Marketing,Writing
AssemblyAI@AssemblyAISpeech,VideoYes
Requstory@requstoryMarketing,Writing
wellsaid@wellsaidlabsSpeechYes
Resemble@resembleaiSpeechYes
Voicemod@voicemodMusic,Speech
fliki@fliki_aiConsumer/Social,Content Creation,VideographyYes
Play ht@play_htSpeechYes
murf@murfaistudioSpeechYes
MetaAI (text to video)Meta@MetaAIExperimental
Whisper (OpenAI)OpenAI@OpenAISpeechYes
AudioLMGoogle@GoogleAIAudio
PhenakiPhenakiResearch Paper
MDM: Human Motion Diffusion ModelResearch Paper
Tree@TREE_IndustriesMotion
CLIP-MeshCLIP@Nymarius_3D,Experimental,Research Paper
GET3DNVIDIA@NVIDIAAI3D,Experimental,Research Paper
DreamFusion (Google)Google@GoogleAI3D,Experimental,Research Paper
MetaAI (Brain activity model)Meta@MetaAIExperimental,Research Paper,Speech
Non-invasive brain recordingsExperimental,Research Paper
Supercreator.ai@supercreatoraiConsumer/Social,Videography
Feedhive@FeedHiveHQAnalytics,Content Creation,Marketing
aflorithmic@aflorithmicSpeechYes
Playground aiStable Diffusion@playground_aiGeneral Image,Prompt
supermeme.ai@supermeme_aiGeneral Image
Context@context_xyzConsumer/Social,Search Engine
Steve.ai@steveaiHQConsumer/Social,Content Creation,Videography
Mem.ai@memdotaiProductivity
Tabnine@tabnineCode Generation
mutableAI@mutableaiCode Generation
Amazon CodeWhispererAmazon,CodeWhisperer@awscloudCode Generation
rytrGPT-3@rytr_meMarketing,WritingYes
MoonBeam@gomoonbeamMarketing,Writing
bertha@BerthaAI_Marketing,Writing
anyword@getanywordMarketing,WritingYes
hypotenuse@HypotenuseAIConsumer/Social,General Image,Marketing,WritingYes
letterdrop@letterdropcoMarketing,Writing
Pepper Type@Pepper_ContentMarketing,Writing
omnekyGPT-3,OpenAI@omnekyMarketing,Writing
contenda@ContendaCoMarketing,Writing
wordtuneGPT-3@wordtuneMarketing,Writing
subtxtGPT-3,OpenAI@jameshullContent Creation,Marketing,Writing
laika@writewithlaikaMarketing,Writing
novelAIGPT-3@novelaiofficialMarketing,Writing
writer@Get_WriterMarketing,Writing
composeAI@c_omposeaiMarketing,WritingYes
hyperwriteAI@HyperWriteAIMarketing,Writing
PhotoRoomStable Diffusion@photoroom_appGeneral ImageYes
rosebudStable Diffusion@Rosebud_AIGeneral Image,Video,Video editing
lexicaStable Diffusion@LexicaArtGeneral Image
alpacaAI@alpacaAIGeneral Image
mage spaceStable Diffusion@mage.spaceGeneral Image
nyx galleryDiffusion models,GANs@NyxAI_LabExperimental,General Image
kreaAIStable Diffusion@krea_aiGeneral Image,Prompt
artbreederBigGAN,StyleGAN@ArtbreederGeneral Image
DeepAI@Deep__AIGeneral ImageYes
Created and provided by @aaronsiim

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About The Author

Damir is the team leader, product manager, and editor at Metaverse Post, covering topics such as AI/ML, AGI, LLMs, Metaverse, and Web3-related fields. His articles attract a massive audience of over a million users every month. He appears to be an expert with 10 years of experience in SEO and digital marketing. Damir has been mentioned in Mashable, Wired, Cointelegraph, The New Yorker, Inside.com, Entrepreneur, BeInCrypto, and other publications. He travels between the UAE, Turkey, Russia, and the CIS as a digital nomad. Damir earned a bachelor's degree in physics, which he believes has given him the critical thinking skills needed to be successful in the ever-changing landscape of the internet. 

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Damir Yalalov
Damir Yalalov

Damir is the team leader, product manager, and editor at Metaverse Post, covering topics such as AI/ML, AGI, LLMs, Metaverse, and Web3-related fields. His articles attract a massive audience of over a million users every month. He appears to be an expert with 10 years of experience in SEO and digital marketing. Damir has been mentioned in Mashable, Wired, Cointelegraph, The New Yorker, Inside.com, Entrepreneur, BeInCrypto, and other publications. He travels between the UAE, Turkey, Russia, and the CIS as a digital nomad. Damir earned a bachelor's degree in physics, which he believes has given him the critical thinking skills needed to be successful in the ever-changing landscape of the internet. 

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