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| id
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|---|---|---|---|---|---|---|---|---|
SentencePieceBPETokenizer
|
Huggingface Tokenizer Notion
|
Jul 30, 2023
|
Alan Jo
|
Alan Jo
|
Jul 30, 2023
|
e1c6559f5cda4942829719ca3b8cda36
|
||
SentencePieceBPETokenizer
|
Huggingface Tokenizer Notion
|
Jul 30, 2023
|
Alan Jo
|
Alan Jo
|
Jul 30, 2023
|
eab9efea191b40ceaf3703a09ca4fe3f
|
||
AI Summarization
|
NLP Usages
|
Mar 4, 2023
|
Alan Jo
|
Alan Jo
|
Jul 15, 2023
|
[Summary](https://texonom.com/summary-dc01a9197ad0417da0c306c2c2bdf339)
|
### High Level Task
> [Models - Hugging Face](https://huggingface.co/models?pipeline_tag=summarization)
### Extreme Summarization
> [Papers with Code - TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts](https://paperswithcode.com/paper/tldr9-a-large-scale-resource-for-extreme#code)
|
a314a6fb3162447086b8d2526ae8ef16
|
AI Translate
|
NLP Usages
|
Nov 28, 2021
|
Alan Jo
|
Alan Jo
|
May 8, 2023
|
@translate
|
### High Level Task
### AI Translates
|Title|
|:-:|
|[DeepL](https://texonom.com/deepl-92c46c6c511348018ce789bccaf1031c)|
> [Meta open sources early-stage AI translation tool that works across 200 languages](https://www.theverge.com/2022/7/6/23194241/meta-facebook-ai-universal-translation-project-no-language-left-behind-open-source-model?scrolla=5eb6d68b7fedc32c19ef33b4)
|
43cab5e76bc24564b5f23ae2f787862b
|
Animal Language AI
|
NLP Usages
|
Aug 5, 2022
|
Alan Jo
|
Alan Jo
|
Aug 5, 2022
|
> [Ambitious Researchers Want to Use AI to Talk to All Animals](https://futurism.com/the-byte/machine-learning-animal-translator)
|
df517e715eed475fa6c68a8f4b232a91
|
|
Korean NLP
|
NLP Usages
|
Mar 28, 2021
|
Alan Jo
|
Alan Jo
|
May 8, 2023
|
[Awesome-Korean-NLP](https://github.com/datanada/Awesome-Korean-NLP)
|
### Korean NLP Tools
|Title|
|:-:|
|[ํํ์ ๋ถ์๊ธฐ](https://texonom.com/7af45047bb13461c8dfc87e0e24a6be0)|
> [๋์ ์ฒซ AI ์น๊ตฌ, ์ด๋ฃจ๋ค | SCATTER LAB](https://luda.ai/)
> [ํํํ ๋ธ๋ก๊ทธ](https://blog.pingpong.us/)
|
f4505d7f71004977af62986b9e8a51ea
|
Language Detection
|
NLP Usages
|
May 22, 2023
|
Alan Jo
|
Alan Jo
|
May 22, 2023
|
fast, lightweight, logistic regression
### Language Detection Models
|Title|
|:-:|
|[Whichlang](https://texonom.com/whichlang-5cfb603d2a0240338498bbe0868818bb)|
|[Whatlang](https://texonom.com/whatlang-d79279c3449b415b898ae251a3e931f9)|
|
f249d933c8354e3eb2b25af32457a3b8
|
|
Learn NLP
|
NLP Usages
|
Jun 27, 2022
|
Alan Jo
|
Alan Jo
|
Mar 10, 2023
|
[nlpbook](https://github.com/ratsgo/nlpbook)
> [์ ํ ํฌ ํ์ด์ฌ](https://wikidocs.net/book/2155)
> [๋ฅ ๋ฌ๋์ ์ด์ฉํ ์์ฐ์ด ์ฒ๋ฆฌ ์
๋ฌธ](https://wikidocs.net/book/2155)
|
eacc4733e347402c80d1794edb65cbf1
|
|
MRC
|
NLP Usages
|
May 8, 2023
|
Alan Jo
|
Alan Jo
|
Jun 18, 2023
|
[Reading Comprehension](https://texonom.com/reading-comprehension-50cce02891794c34a4ea47f753808b15)
|
### Machine Reading Comprehension
### MRC Usages
|Title|
|:-:|
|
61e3a8eb8a794b4b95f5ac90d2e8f3c1
|
NLP Data
|
NLP Usages
|
Jul 12, 2022
|
Alan Jo
|
Alan Jo
|
May 23, 2023
|
[Text Corpus](https://texonom.com/text-corpus-1befe731759849c48134768343a90703)
|
### NLP Data Tools
|Title|
|:-:|
|[The Pile](https://texonom.com/the-pile-90d5bb37338c4d20ac85ff611a92a6c7)|
|[Meta Sphere](https://texonom.com/meta-sphere-68e3f77f5d794f33a701498dd52500c1)|
|
c07d0939df6644cea5cfeaf284e89641
|
NLP Industry
|
NLP Usages
|
Mar 6, 2023
|
Alan Jo
|
Alan Jo
|
Mar 6, 2023
|
### NLP Companies
|Title|
|:-:|
|[AllenNLP](https://texonom.com/allennlp-e18d830a79704a899092f38ef39b1130)|
### NLP Conferences
|Title|
|:-:|
|[ACL](https://texonom.com/acl-cbd243d6436b4b66a56b184eeefd9893)|
|[NACCL](https://texonom.com/naccl-a0476ce018424df78e82864e3b04bd26)|
|
fa218da31d8d4bc4a8eda8450403e770
|
|
NLP Tool
|
NLP Usages
|
Oct 6, 2021
|
Alan Jo
|
Alan Jo
|
May 22, 2023
|
### NLP Tools
|Title|
|:-:|
|[Gensim](https://texonom.com/gensim-cdb9bf75a6f54b25ac4e9c748336c390)|
|[PatrickStar](https://texonom.com/patrickstar-8a76f0243b244586b4877cec2439cc61)|
|[Kilt](https://texonom.com/kilt-dbc037e7b8cc49dbbe788659b0323cce)|
|[Refinery](https://texonom.com/refinery-7f2d5c12225b454092f4cdcf5cc2b81f)|
|
494563c4dab640cb91c24033020f4207
|
|
NLP Validation
|
NLP Usages
|
May 8, 2023
|
Alan Jo
|
Alan Jo
|
Jun 2, 2023
|
[AI Benchmark](https://texonom.com/ai-benchmark-dafb301998c24471a34222e16caf15da)
|
### NLP Validation Metrics
|Title|
|:-:|
|[ROUGE Metric](https://texonom.com/rouge-metric-6d0d2658402a44bb97e6d02cfa1eed16)|
|[BLEU Metric](https://texonom.com/bleu-metric-43059e8a572949c9bbf4403bb566b2e7)|
|
18b9913aad3147a088dcf07185f426a4
|
DeepL
|
AI Translates
|
Dec 2, 2022
|
Alan Jo
|
Alan Jo
|
Apr 12, 2023
|
German
|
92c46c6c511348018ce789bccaf1031c
|
|
ํํ์ ๋ถ์๊ธฐ
|
Korean NLP Tools
|
Mar 28, 2021
|
Alan Jo
|
Alan Jo
|
May 8, 2023
|
### ํํ์ ๋ถ์๊ธฐ๋ค
|Title|
|:-:|
|[konlpy](https://texonom.com/konlpy-8b6cd769f1924ae29bb582c69ac44999)|
|[khaniii](https://texonom.com/khaniii-395a309186ef4a188a1be3bca83a45ce)|
|[Mecab](https://texonom.com/mecab-4d17ddcf105d45f49e970a0105cd6531)|
|
7af45047bb13461c8dfc87e0e24a6be0
|
|
khaniii
|
ํํ์ ๋ถ์๊ธฐ๋ค
|
Mar 28, 2021
|
Alan Jo
|
Alan Jo
|
May 8, 2023
|
395a309186ef4a188a1be3bca83a45ce
|
||
konlpy
|
ํํ์ ๋ถ์๊ธฐ๋ค
|
Mar 28, 2021
|
Alan Jo
|
Alan Jo
|
May 8, 2023
|
8b6cd769f1924ae29bb582c69ac44999
|
||
Mecab
|
ํํ์ ๋ถ์๊ธฐ๋ค
|
Mar 28, 2021
|
Alan Jo
|
Alan Jo
|
May 8, 2023
|
[์์ ํ๋ข](https://texonom.com/e5d918bc520f476cb97fc8162458e2d7)
|
4d17ddcf105d45f49e970a0105cd6531
|
|
Whatlang
|
Language Detection Models
|
May 22, 2023
|
Alan Jo
|
Alan Jo
|
May 22, 2023
|
[whatlang-rs](https://github.com/greyblake/whatlang-rs)
|
[whatlang-pyo3](https://github.com/omarmhaimdat/whatlang-pyo3)
[whatlang-ffi](https://github.com/greyblake/whatlang-ffi)
|
d79279c3449b415b898ae251a3e931f9
|
Whichlang
|
Language Detection Models
|
May 22, 2023
|
Alan Jo
|
Alan Jo
|
May 22, 2023
|
[whichlang](https://github.com/quickwit-oss/whichlang)
|
### rust
|
5cfb603d2a0240338498bbe0868818bb
|
Meta Sphere
|
NLP Data Tools
|
Jul 12, 2022
|
Alan Jo
|
Alan Jo
|
Jul 12, 2022
|
[Sphere](https://github.com/facebookresearch/sphere)
> [Meta launches Sphere, an AI knowledge tool based on open web content, used initially to verify citations on Wikipedia](https://techcrunch.com/2022/07/11/meta-launches-sphere-an-ai-knowledge-tool-based-on-open-web-content-used-initially-to-verify-citations-on-wikipedia/)
|
68e3f77f5d794f33a701498dd52500c1
|
|
The Pile
|
NLP Data Tools
|
Jul 12, 2022
|
Alan Jo
|
Alan Jo
|
Jul 12, 2022
|
> [The Pile](https://pile.eleuther.ai/)
|
90d5bb37338c4d20ac85ff611a92a6c7
|
|
AllenNLP
|
NLP Companies
|
Mar 6, 2023
|
Alan Jo
|
Alan Jo
|
Mar 6, 2023
|
e18d830a79704a899092f38ef39b1130
|
||
ACL
|
NLP Conferences
|
May 19, 2021
|
Alan Jo
|
Alan Jo
|
Mar 6, 2023
|
cbd243d6436b4b66a56b184eeefd9893
|
||
NACCL
|
NLP Conferences
|
May 19, 2021
|
Alan Jo
|
Alan Jo
|
Mar 6, 2023
|
a0476ce018424df78e82864e3b04bd26
|
||
Gensim
|
NLP Tools
|
Oct 6, 2021
|
Alan Jo
|
Alan Jo
|
Oct 6, 2021
|
> [Gensim: topic modelling for humans](https://radimrehurek.com/gensim/)
|
cdb9bf75a6f54b25ac4e9c748336c390
|
|
Kilt
|
NLP Tools
|
Jul 12, 2022
|
Alan Jo
|
Alan Jo
|
May 22, 2023
|
[KILT](https://github.com/facebookresearch/KILT)
|
dbc037e7b8cc49dbbe788659b0323cce
|
|
PatrickStar
|
NLP Tools
|
Nov 4, 2021
|
Alan Jo
|
Alan Jo
|
May 22, 2023
|
[PatrickStar](https://github.com/Tencent/PatrickStar)
|
8a76f0243b244586b4877cec2439cc61
|
|
Refinery
|
NLP Tools
|
Dec 14, 2022
|
Alan Jo
|
Alan Jo
|
May 22, 2023
|
[refinery](https://github.com/code-kern-ai/refinery)
|
7f2d5c12225b454092f4cdcf5cc2b81f
|
|
BLEU Metric
|
NLP Validation Metrics
|
May 8, 2023
|
Alan Jo
|
Alan Jo
|
Jul 30, 2023
|
### Bilingual Evaluation Understudy Score
**n-gram Precision based**
- machine translation
|
43059e8a572949c9bbf4403bb566b2e7
|
|
ROUGE Metric
|
NLP Validation Metrics
|
May 8, 2023
|
Alan Jo
|
Alan Jo
|
May 24, 2023
|
### Recall-Oriented Understudy for Gisting Evaluation
**n-gram Recall based**
- [AI Summarization](https://texonom.com/ai-summarization-a314a6fb3162447086b8d2526ae8ef16)
- machine translation
ROUGE score๊ฐ ๋์ฒด๋ก ์ธ๊ฐ์ ํ๋จ๊ณผ ์์ ์๊ด๊ด๊ณ๋ฅผ ๋ณด์ฌ์ summarization๊ฐ์ high level ๊ณผ์ ์์ ์ข์ ์ฑ๋ฅROUGE๋ ๋ค์ํ ๊ธธ์ด์ Sequence์์ stability and reliability
- **ROUGE-N**
- **ROUGE-L**
- **ROUGE-W**
- **ROUGE-S**
- **ROUGE-SU**
- **ROUGE-N-precision**
> [ROUGE: A Package for Automatic Evaluation of Summaries](https://aclanthology.org/W04-1013/)
> [[์์ฐ์ด์ฒ๋ฆฌ][Metric] ROUGE score : Recall-Oriented Understudy for Gisting Evaluation](https://supkoon.tistory.com/26)
|
6d0d2658402a44bb97e6d02cfa1eed16
|
|
Music AI
|
Sound AIs
|
Dec 12, 2021
|
Alan Jo
|
Alan Jo
|
Jul 31, 2023
|
### Music AIs
|Title|
|:-:|
|[Audiocraft](https://texonom.com/audiocraft-2c78ff79071f4b1ca17c66501a75b947)|
|[Boomy](https://texonom.com/boomy-05019aef898b4e139ee658a8c55bbb60)|
|[Riffusion](https://texonom.com/riffusion-c455dbf5dd1149bbaab34727b592b90b)|
|[Harmonai](https://texonom.com/harmonai-ccbfb995f5204fbba2023d370c04d434)|
### music โ brain โ music
> [Brain2Music](https://google-research.github.io/seanet/brain2music/)
> [Apple Acquires AI Music Startup That Can Generate Dynamic Soundtracks](https://www.macrumors.com/2022/02/07/apple-acquires-ai-music/)
|
a93c08766614454ebe78fc30fe2c4ed6
|
|
Voice AI
|
Sound AIs
|
Jun 21, 2022
|
Alan Jo
|
Alan Jo
|
Jun 6, 2023
|
[NLP](https://texonom.com/nlp-e0ae7b40dd23463ea7bc92195d6ec7fd)
|
### Voice AI Notion
|Title|
|:-:|
|[TTS](https://texonom.com/tts-41f183c6ce6b461c82ff0953a24c879b)|
|[STT](https://texonom.com/stt-f7890de2c1f74131b621d4e326da5946)|
### Voice AI Usages
|Title|
|:-:|
|[Voice AI Tool](https://texonom.com/voice-ai-tool-9baf8c01bf474b4bb1410875cff86ba5)|
### Brain to Voice
> [Meta AI researchers develop ways to read speech from people's brains - SiliconANGLE](https://siliconangle.com/2022/08/31/meta-ai-researchers-develop-ways-read-speech-peoples-brains/)
> [Hi Auto - Automated Drive-Thru Ordering](https://www.hi.auto/)
|
3f564d2777ff4f7fa366d2334ac1c742
|
Audiocraft
|
Music AIs
|
Jun 13, 2023
|
Alan Jo
|
Alan Jo
|
Jun 13, 2023
|
[audiocraft](https://github.com/facebookresearch/audiocraft)
|
### Audiocraft Usages
|Title|
|:-:|
|[MusicGen](https://texonom.com/musicgen-2c32cf629df044a993801063813a81bd)|
|
2c78ff79071f4b1ca17c66501a75b947
|
Boomy
|
Music AIs
|
May 19, 2021
|
Alan Jo
|
Alan Jo
|
Jun 13, 2023
|
## Ai Auto music Generator
์๋์ผ๋ก ์คํฌํฐํ์ด๋ฑ ๋ฐฐํฌ๊น์ง
> [Boomy - Make Instant Music with Artificial Intelligence](https://boomy.com/create)
|
05019aef898b4e139ee658a8c55bbb60
|
|
**Harmonai**
|
Music AIs
|
Jun 13, 2023
|
Alan Jo
|
Alan Jo
|
Jun 13, 2023
|
> [StabilityAI announced AI Music Generator Harmonai based on Dance Diffusion Model](https://mpost.io/stabilityai-announced-ai-music-generator-harmonai-based-on-dance-diffusion-model)
|
ccbfb995f5204fbba2023d370c04d434
|
|
Riffusion
|
Music AIs
|
Jun 13, 2023
|
Alan Jo
|
Alan Jo
|
Jun 13, 2023
|
> [Try 'Riffusion,' an AI model that composes music by visualizing it](https://techcrunch.com/2022/12/15/try-riffusion-an-ai-model-that-composes-music-by-visualizing-it)
> [Riffusion](https://www.riffusion.com/)
|
c455dbf5dd1149bbaab34727b592b90b
|
|
**MusicGen**
|
Audiocraft Usages
|
Jun 13, 2023
|
Alan Jo
|
Alan Jo
|
Jun 13, 2023
|
2c32cf629df044a993801063813a81bd
|
||
STT
|
Voice AI Notion
|
Jun 21, 2022
|
Alan Jo
|
Alan Jo
|
Jun 6, 2023
|
## Speach to Text, Speech Recognition
### STT Tools
|Title|
|:-:|
|[Chirp](https://texonom.com/chirp-73d6f5f6104d4429b7665c8753d034d4)|
|[OpenAI Whisper](https://texonom.com/openai-whisper-9620cf5fa23f4b2c914238cdfea98987)|
|[Clap Detection](https://texonom.com/clap-detection-e9dadb88d51f43109ef647772b2635c7)|
|[](https://texonom.com/64ecefefa9724abf8fc1c53a72615d85)|
|[Transcription AI](https://texonom.com/transcription-ai-1ece32deb2e54ca1909f8ac9734f8fd4)|
|
f7890de2c1f74131b621d4e326da5946
|
|
TTS
|
Voice AI Notion
|
May 10, 2021
|
Alan Jo
|
Alan Jo
|
May 10, 2023
|
[Text to Image](https://texonom.com/text-to-image-0dba87e7a1ef4c6ba8bc7ac0bd2c9f6f) [STT](https://texonom.com/stt-f7890de2c1f74131b621d4e326da5946)
|
### Text to Speach
[Mel spectrogram](https://texonom.com/mel-spectrogram-fbddeea7695d4470af43937952560089)
[Glow-TTS](https://texonom.com/glow-tts-241dfcc52c88436aa95dc22c9a37bd9b)
[Multi-band MelGAN](https://texonom.com/multi-band-melgan-fa558c161d8e4966826f2c477f480655)
[Vall-E](https://texonom.com/vall-e-9d43cdb429304a089ea12ccef76af89f)
> [SCE-TTS: ๋ด ๋ชฉ์๋ฆฌ๋ก TTS ๋ง๋ค๊ธฐ](https://sce-tts.github.io/)
|
41f183c6ce6b461c82ff0953a24c879b
|
[whisperX](https://github.com/m-bain/whisperX)
|
STT Tools
|
Jun 21, 2022
|
Alan Jo
|
Alan Jo
|
Jun 6, 2023
|
64ecefefa9724abf8fc1c53a72615d85
|
||
Chirp
|
STT Tools
|
May 10, 2023
|
Alan Jo
|
Alan Jo
|
May 10, 2023
|
google
|
73d6f5f6104d4429b7665c8753d034d4
|
|
Clap Detection
|
STT Tools
|
Jul 27, 2021
|
Alan Jo
|
Alan Jo
|
Jun 6, 2023
|
### Model
> [Teachable Machine](https://teachablemachine.withgoogle.com/models/GWAYbcqlE/)
### Example Usage
> [GitHub - charliegerard/dark-mode-clap-extension: Chrome extension to toggle dark mode on Netlify by clapping hands ๐](https://github.com/charliegerard/dark-mode-clap-extension)
|
e9dadb88d51f43109ef647772b2635c7
|
|
OpenAI Whisper
|
STT Tools
|
Nov 17, 2022
|
Alan Jo
|
Alan Jo
|
Jun 6, 2023
|
[whisper](https://github.com/openai/whisper)
[WAAS](https://github.com/schibsted/WAAS)
[whisper.cpp](https://github.com/ggerganov/whisper.cpp)
### with Face
> [GPT+WolframAlpha+Whisper - a Hugging Face Space by JavaFXpert](https://huggingface.co/spaces/JavaFXpert/Chat-GPT-LangChain)
> [OpenAI open-sources Whisper, a multilingual speech recognition system](https://techcrunch.com/2022/09/21/openai-open-sources-whisper-a-multilingual-speech-recognition-system/)
|
9620cf5fa23f4b2c914238cdfea98987
|
|
Transcription AI
|
STT Tools
|
Jun 6, 2023
|
Alan Jo
|
Alan Jo
|
Jun 6, 2023
|
### Transcription AI Tools
|Title|
|:-:|
|[](https://texonom.com/beb9bcd7e6934071bad09435ce57d0dd)|
|
1ece32deb2e54ca1909f8ac9734f8fd4
|
|
[ecoute](https://github.com/SevaSk/ecoute)
|
Transcription AI Tools
|
Jun 6, 2023
|
Alan Jo
|
Alan Jo
|
Jun 6, 2023
|
beb9bcd7e6934071bad09435ce57d0dd
|
||
Glow-TTS
|
TTS
| null | null | null | null | null |
241dfcc52c88436aa95dc22c9a37bd9b
|
|
Mel spectrogram
|
TTS
| null | null | null | null | null |
fbddeea7695d4470af43937952560089
|
|
Multi-band MelGAN
|
TTS
| null | null | null | null | null |
fa558c161d8e4966826f2c477f480655
|
|
Vall-E
|
TTS
| null | null | null | null | null |
> [VALL-E: Microsoft's new zero-shot text-to-speech model can duplicate everyone's voice in three seconds](https://mpost.io/vall-e-microsofts-new-zero-shot-text-to-speech-model-can-duplicate-everyones-voice-in-three-seconds/)
> [VALL-E](https://valle-demo.github.io/)
|
9d43cdb429304a089ea12ccef76af89f
|
Voice AI Tool
|
Voice AI Usages
|
Jun 21, 2022
|
Alan Jo
|
Alan Jo
|
Apr 10, 2023
|
### Voice AI Tools
|Title|
|:-:|
|[VoiceBox](https://texonom.com/voicebox-6f975043c2b2408aba5d7d5d4f7849f5)|
|[](https://texonom.com/b3b550c99d1540248e768bd3280afb07)|
|[Eleven Labs](https://texonom.com/eleven-labs-501d7eb1ad6949b39ef4ddab56ffc913)|
|
9baf8c01bf474b4bb1410875cff86ba5
|
|
[silero-models](https://github.com/snakers4/silero-models)
|
Voice AI Tools
|
Jun 21, 2022
|
Alan Jo
|
Alan Jo
|
Apr 10, 2023
|
b3b550c99d1540248e768bd3280afb07
|
||
Eleven Labs
|
Voice AI Tools
|
Apr 10, 2023
|
Alan Jo
|
Alan Jo
|
Apr 10, 2023
|
> [ElevenLabs || Prime Voice AI](https://beta.elevenlabs.io/speech-synthesis)
|
501d7eb1ad6949b39ef4ddab56ffc913
|
|
VoiceBox
|
Voice AI Tools
|
Jun 19, 2023
|
Alan Jo
|
Alan Jo
|
Jun 19, 2023
|
> [Introducing Voicebox: The Most Versatile AI for Speech Generation | Meta](https://about.fb.com/news/2023/06/introducing-voicebox-ai-for-speech-generation/)
|
6f975043c2b2408aba5d7d5d4f7849f5
|
|
CLIP
|
Vision AI Notion
|
Apr 20, 2022
|
Alan Jo
|
Alan Jo
|
Apr 20, 2022
|
[Image Labeling](https://texonom.com/image-labeling-dca8afabd8a14dc495545f414883d7b4) [Dall E](https://texonom.com/dall-e-aac6d37fb74f4fbbab27c0971a9dc9aa)
|
### Contrastive Learning-Image Pre-training
์ด๋ฏธ์ง์ ํ
์คํธ๋ฅผ ๋์์ ํ์ต
ํ์ต์ ํ๋ฉด ํ ์๋ก ํ
์คํธ์ ์ ์ฌํ ์ด๋ฏธ์ง ์์ฑ
์ด๋ฏธ์ง ๋ผ๋ฒจ๋ง ์ต์ํ
> [Untitled](https://cdn.openai.com/papers/dall-e-2.pdf)
|
7554a86af0894ed89964c5a10c560fe5
|
Image GAN
|
Vision AI Notion
|
Aug 29, 2020
|
Alan Jo
|
Alan Jo
|
Apr 20, 2022
|
[GAN](https://texonom.com/gan-66482b5f518d47f6b337eba9a30ff792)
|
[Deep Fake](https://texonom.com/deep-fake-21861c7823a7448cacfcee63a698e4df)
### ๋ณต์
> [jantic/DeOldify](https://github.com/jantic/DeOldify)
|
a90acb7cc60e4b49b40ecef3a4d4876d
|
Locally Connected Layer
|
Vision AI Notion
|
May 18, 2023
|
Alan Jo
|
Alan Jo
|
May 18, 2023
|
[Convolutional Layer](https://texonom.com/convolutional-layer-0880b6c2089b4b20bb9a6232b6cb4b19)
|
idea to reduce parameter
because fully connected to all image pixel is crazy
[Model Regularization](https://texonom.com/model-regularization-33936588cdef4041a94d0846c43ada98)
### Template Gallery
|Title|
|:-:|
|[Template Page](https://texonom.com/template-page-e9a45e6c60e04d3c99e79e88114a9fb7)|
|
77698641a32b43f797cee418afdcc1ae
|
Neural Style Transfer
|
Vision AI Notion
|
Jan 17, 2021
|
Alan Jo
|
Alan Jo
|
Apr 20, 2022
|
> [Neural style transfer | TensorFlow Core](https://www.tensorflow.org/tutorials/generative/style_transfer)
|
ba04c2b214814bb1a11f5d41630c82e2
|
|
Spatial Pyramid Matching
|
Vision AI Notion
|
Sep 14, 2020
|
Alan Jo
|
Alan Jo
|
Mar 27, 2021
|
525252b2ca1e48d1bd16358cf70c9653
|
||
Vision AI Algorithm
|
Vision AI Notion
|
Mar 27, 2021
|
Alan Jo
|
Alan Jo
|
Mar 27, 2021
|
### Vision AI Algorithms
|Title|
|:-:|
|[SIFT Algorithm](https://texonom.com/sift-algorithm-bf50a890e14643a2a7a7bd637edea631)|
|[HOG algorithm](https://texonom.com/hog-algorithm-2f9d4114e5464b41b176703769174879)|
bit 'and' or 'or' is good for distance
|
13d6c73b80374f46b913ca74de4736ff
|
|
Vision Transformer
|
Vision AI Notion
|
Apr 25, 2023
|
Alan Jo
|
Alan Jo
|
Apr 25, 2023
|
[CNN](https://texonom.com/cnn-002bf81a77bc40d1858740d26b61d97b) [Transformer Model](https://texonom.com/transformer-model-f3e8053cc5b447a2bc9c6b5d0874dafc)
|
### Vision Transformers
|Title|
|:-:|
|[ViT](https://texonom.com/vit-0681df201bbd4b18bff602c851f44071)|
|[ConvNeXT](https://texonom.com/convnext-41eaf56dfa034293a4e0fd7b902ea48b)|
> [The Transformer model family](https://huggingface.co/docs/transformers/model_summary)
|
b3ba8ffe8da049718d693f674b719a77
|
Deep Fake
|
Image GAN
| null | null | null | null | null |
21861c7823a7448cacfcee63a698e4df
|
|
Template Page
|
Template Gallery
|
May 18, 2023
|
Alan Jo
|
Alan Jo
|
May 18, 2023
|
### Template Gallery
|Title|
|:-:|
|[Template Page](https://texonom.com/template-page-d3e2c1f834a04d4fafe19c8334c5fc49)|
|
e9a45e6c60e04d3c99e79e88114a9fb7
|
|
Template Page
|
Template Gallery
|
May 18, 2023
|
Alan Jo
|
Alan Jo
|
May 18, 2023
|
d3e2c1f834a04d4fafe19c8334c5fc49
|
||
HOG algorithm
|
Vision AI Algorithms
|
Nov 24, 2019
|
Alan Jo
|
Alan Jo
|
Apr 19, 2023
|
### Histograms of Oriented Gradients
gradient magnitude histogram(one for each cell)
Concatenate and L-2 normalization
|
2f9d4114e5464b41b176703769174879
|
|
SIFT Algorithm
|
Vision AI Algorithms
|
Sep 14, 2020
|
Alan Jo
|
Alan Jo
|
Mar 27, 2021
|
๊ฐ์ฒด์ ๋ชจ์์ ์นด๋ฉ๋ผ์ ๊ฐ๋์ ๋ฐ๋ผ, ์กฐ๋์ ์ํฅ์ ๋ฐ๋ผ ๋ฌ๋ผ์ง ์ ์์ง๋ง ๋ถ๋ณํ๋ ํน์ง์ ์ฐพ์ ํน์ง์ ๋ผ๋ฆฌ ๋งค์นญ์ ํ๋ ๊ฒ์ด ์ด ์๊ณ ๋ฆฌ์ฆ์ main idea
> [CS231n 1๊ฐ ์์ฝ](https://taeyoung96.github.io/cs231n/CS231n_1/)
|
bf50a890e14643a2a7a7bd637edea631
|
|
ConvNeXT
|
Vision Transformers
|
Apr 25, 2023
|
Alan Jo
|
Alan Jo
|
Apr 25, 2023
|
> [ConvNeXT](https://huggingface.co/docs/transformers/model_doc/convnext)
> [ConvNeXt V2](https://huggingface.co/docs/transformers/model_doc/convnextv2)
|
41eaf56dfa034293a4e0fd7b902ea48b
|
|
ViT
|
Vision Transformers
|
Apr 25, 2023
|
Alan Jo
|
Alan Jo
|
Apr 25, 2023
|
### Template Gallery
|Title|
|:-:|
|[Template Page](https://texonom.com/template-page-41de2f5c89dd41ccbc6c43cb56518841)|
|
0681df201bbd4b18bff602c851f44071
|
|
Template Page
|
Template Gallery
|
Apr 25, 2023
|
Alan Jo
|
Alan Jo
|
Apr 25, 2023
|
41de2f5c89dd41ccbc6c43cb56518841
|
||
3D AI
|
Vision AI Targets
|
Jun 27, 2023
|
Alan Jo
|
Alan Jo
|
Jun 27, 2023
|
[Depth Estimation](https://texonom.com/depth-estimation-2f7e039fb9584b50b76bbb0a98bce451)
|
### 3D AI Notion
|Title|
|:-:|
|[Text to 3D](https://texonom.com/text-to-3d-1ccb333e0ded46529eba03692c2d3264)|
|[Magic3D](https://texonom.com/magic3d-3ebca94708774e6bac41025f76489510)|
|
4ecfe4151e6b46119bf7aee98590bb55
|
AI Art
|
Vision AI Targets
|
Sep 9, 2020
|
Alan Jo
|
Alan Jo
|
May 2, 2023
|
[Art](https://texonom.com/art-51071fdf082a412baa7da13dba7df454)
|
AI ํน์ฑ์ ์ ํ์ฑ์ด ํ์์๋ ์์ ๋ถ์ผ๋ถํฐ ๋์ฒด๋ ๊ฒ์ด๊ณ ๊ทธ๋ ๊ฒ ์งํ๋๊ณ ์๋ค
์์ ๋ถ์ผ ์ธ๋ฌธํ ๋ถ์ผ๊ฐ ๊ฐ์ฅ ๋ฆ์ ๊ฑฐ๋ผ ์์ํ์ง๋ง ์ ๋ฐ๋
### AI Arts
|Title|
|:-:|
|[magenta google](https://texonom.com/magenta-google-64712df26229448691e9c041a5654eec)|
|[GauGAN](https://texonom.com/gaugan-77be8c084d5d4390bd402c75906d10e9)|
|[AI Movie](https://texonom.com/ai-movie-e9fe73dda17e478eb2370c0960ab2268)|
|[Image Improvement](https://texonom.com/image-improvement-f919771aa95242a48c21c17f921a9639)|
> [This startup is setting a DALL-E 2-like AI free, consequences be damned](https://techcrunch.com/2022/08/12/a-startup-wants-to-democratize-the-tech-behind-dall-e-2-consequences-be-damned)
> [This AI art app is a glimpse at the future of synthetic media](https://www.theverge.com/2021/12/6/22820106/ai-art-app-dream-synthetic-media-wombo)
> [Alien Dreams: An Emerging Art Scene](https://ml.berkeley.edu/blog/posts/clip-art/?utm_source=tldrnewsletter)
> [VQGAN+CLIPโ-โHow does it work?](https://alexasteinbruck.medium.com/vqgan-clip-how-does-it-work-210a5dca5e52)
> [TikTok now offers a very basic text-to-image AI generator directly in the app](https://www.theverge.com/2022/8/15/23306101/tiktok-ai-greenscreen-filter-text-to-image-mainstream)
|
8219b90ec5574e638f4509f4b0825e84
|
Face Generating
|
Vision AI Targets
|
Nov 25, 2019
|
Alan Jo
|
Alan Jo
|
Jun 14, 2023
|
> [Gallery of AI Generated Faces | Generated.photos](https://generated.photos/faces)
|
51eea6e7e6224151adf5a93069ae6b51
|
|
Image to Data
|
Vision AI Targets
|
Jun 14, 2023
|
Alan Jo
|
Alan Jo
|
Jun 14, 2023
|
### Image to Text Usages
|Title|
|:-:|
|[OCR](https://texonom.com/ocr-0ca4d01b4e40491ca2898cb23aed6914)|
|[Face Recognition](https://texonom.com/face-recognition-bc0e6e4a77234884894aca5cff7963f9)|
|[AI Tracking](https://texonom.com/ai-tracking-a2a8d786cf614840814942a3a2df2507)|
|
737b22b782f749439f7838d19480035e
|
|
Image to Image
|
Vision AI Targets
|
Jun 14, 2023
|
Alan Jo
|
Alan Jo
|
Jun 14, 2023
|
### Image to Image Targets
|Title|
|:-:|
|[AI Colorization](https://texonom.com/ai-colorization-924178eccaa149d6973872583730fdc6)|
|[Restore Image](https://texonom.com/restore-image-ee4aea84850141e08c732a99d72b2263)|
|[AI Image Editing](https://texonom.com/ai-image-editing-760e97c6f9ca4de8a133d7d58855707a)|
|[Super-resolution](https://texonom.com/super-resolution-3646dbdd070e4528af08916b7cee17e9)|
|
a33660b3bd7d44df8b268fd2a38ca41a
|
|
Text to Image
|
Vision AI Targets
|
Aug 21, 2022
|
Alan Jo
|
Alan Jo
|
Jun 14, 2023
|
[TTS](https://texonom.com/tts-41f183c6ce6b461c82ff0953a24c879b) [GAN](https://texonom.com/gan-66482b5f518d47f6b337eba9a30ff792) [Prompt Engineering](https://texonom.com/prompt-engineering-eb0deb4baf844bebb873c19a0e307e7e)
|
## Image Generation
### Text to Image Notion
|Title|
|:-:|
|[Diffusion Model](https://texonom.com/diffusion-model-ba09d38b9b0640b7bd053854b7a020c1)|
|[Image Test Pair](https://texonom.com/image-test-pair-d3461f602f3d424a943b5776a2242011)|
|[Inpainting](https://texonom.com/inpainting-8f695dd6a2dc4d9c867e4b551626660e)|
### Text to Image Usages
|Title|
|:-:|
|[Microsoft Designer Sizzle](https://texonom.com/microsoft-designer-sizzle-fc57df82a9da465c8f2e56217d5529ee)|
### Search Prompt
> [PromptHero - Search prompts for Stable Diffusion, ChatGPT & Midjourney](https://prompthero.com/)
> [Build Your Own Imagen Text-to-Image Model](https://www.assemblyai.com/blog/build-your-own-imagen-text-to-image-model)
[imagen-pytorch](https://github.com/lucidrains/imagen-pytorch)
> [lucidrains/deep-daze](https://github.com/lucidrains/deep-daze?utm_source=tldrnewsletter)
> [์ธ๊ณต์ง๋ฅ ํ๊ฐ๋ ์๋๋ก์ด๋ ๊ทธ๋ฆผ์ ๊ทธ๋ฆฌ๋๊ฐ?](https://stibee.com/api/v1.0/emails/share/lLCdoHOUNF198UciLFGsSVC_V7SxazE=)
|
0dba87e7a1ef4c6ba8bc7ac0bd2c9f6f
|
Video AI
|
Vision AI Targets
|
Apr 12, 2023
|
Alan Jo
|
Alan Jo
|
Jun 29, 2023
|
### Video AIs
|Title|
|:-:|
|[Zeroscope](https://texonom.com/zeroscope-4f662df9d285481b9fcb574ec6a096a6)|
|[Stability Animation](https://texonom.com/stability-animation-2c3cebc4fb7c4702b48b04966174a78f)|
|[Make a Video Studio](https://texonom.com/make-a-video-studio-62b3530ef04740ed92b71db5087f5e75)|
|[D-ID](https://texonom.com/d-id-9ec1f3268d104ecfa94fd56146bdc87b)|
|[VLM](https://texonom.com/vlm-4daabb7533cf47da87d20ce7087223f8)|
|[Deepfake](https://texonom.com/deepfake-2c6d0c94ecc74b2d8e2fe7b5f9d4514b)|
> [Stability AI releases Stable Animation SDK, a powerful text-to-animation tool for developers โ Stability AI](https://stability.ai/blog/stable-animation-sdk)
|
3ad7217b8c9c4b3ab3ce18068abd3c18
|
|
Magic3D
|
3D AI Notion
|
Jun 27, 2023
|
Alan Jo
|
Alan Jo
|
Jun 27, 2023
|
3ebca94708774e6bac41025f76489510
|
||
Text to 3D
|
3D AI Notion
|
Dec 2, 2022
|
Alan Jo
|
Alan Jo
|
Jun 27, 2023
|
### Text to 3D Models
|Title|
|:-:|
|[Shap E](https://texonom.com/shap-e-e0daf076eec84ac8880050fc2848541a)|
|[DreamFusion](https://texonom.com/dreamfusion-dae1cc6b37814d3a9eab57985bf2430f)|
|[Point E](https://texonom.com/point-e-ef514734e3ca46d599f61287b69af422)|
|
1ccb333e0ded46529eba03692c2d3264
|
|
****DreamFusion****
|
Text to 3D Models
|
Dec 2, 2022
|
Alan Jo
|
Alan Jo
|
Dec 2, 2022
|
> [DreamFusion: Text-to-3D using 2D Diffusion](https://dreamfusion3d.github.io/)
|
dae1cc6b37814d3a9eab57985bf2430f
|
|
Point E
|
Text to 3D Models
|
Dec 22, 2022
|
Alan Jo
|
Alan Jo
|
May 8, 2023
|
[point-e](https://github.com/openai/point-e)
|
Output ins Pointcloud
[Shap E](https://texonom.com/shap-e-e0daf076eec84ac8880050fc2848541a) is recent version
> [OpenAI releases Point-E, an AI that generates 3D models](https://techcrunch.com/2022/12/20/openai-releases-point-e-an-ai-that-generates-3d-models)
|
ef514734e3ca46d599f61287b69af422
|
Shap E
|
Text to 3D Models
|
May 8, 2023
|
Alan Jo
|
Alan Jo
|
Jul 13, 2023
|
[shap-e](https://github.com/openai/shap-e)
|
output is
When compared to Point-E, an explicit generative model over point clouds, Shap-E converges faster and reaches comparable or better sample quality despite modeling a higher-dimensional, multi-representation output space.
release model weights, inference code, and samples
โฃ
> [Shap-E: Generating Conditional 3D Implicit Functions](https://arxiv.org/abs/2305.02463)
|
e0daf076eec84ac8880050fc2848541a
|
AI Movie
|
AI Arts
|
Dec 18, 2022
|
Alan Jo
|
Alan Jo
|
Dec 18, 2022
|
[Movie](https://texonom.com/movie-7a8d37efc5d5468190b651df8f35bafa)
|
> [An AI-focused film festival is coming to New York in February | Engadget](https://www.engadget.com/ai-film-festival-runway-ml-191033350.html)
|
e9fe73dda17e478eb2370c0960ab2268
|
****GauGAN****
|
AI Arts
|
Feb 24, 2022
|
Alan Jo
|
Alan Jo
|
Aug 21, 2022
|
> [GauGAN Turns Doodles into Stunning, Realistic Landscapes | NVIDIA Blog](https://blogs.nvidia.com/blog/2019/03/18/gaugan-photorealistic-landscapes-nvidia-research/)
> [NVIDIA Research's GauGAN AI Art Demo Responds to Words | NVIDIA Blog](https://blogs.nvidia.com/blog/2021/11/22/gaugan2-ai-art-demo/)
|
77be8c084d5d4390bd402c75906d10e9
|
|
Image Improvement
|
AI Arts
|
Feb 21, 2023
|
Alan Jo
|
Alan Jo
|
Feb 21, 2023
|
### Image Improvement AIs
|Title|
|:-:|
|[Scribble Diffusion](https://texonom.com/scribble-diffusion-c36572a0c36d4b4198fef75b20d24ea8)|
|
f919771aa95242a48c21c17f921a9639
|
|
magenta google
|
AI Arts
|
Sep 9, 2020
|
Alan Jo
|
Alan Jo
|
Aug 21, 2022
|
[NSynth](https://texonom.com/nsynth-6212035366984d5aa14260e58b615975)
[magenta studio](https://texonom.com/magenta-studio-999057a62a0b4180ae508b11b63c64a0)
[Magenta js](https://texonom.com/magenta-js-ad7d44ebdd7c4d6d8968ba3a357d2b42)
|
64712df26229448691e9c041a5654eec
|
|
Scribble Diffusion
|
Image Improvement AIs
|
Feb 21, 2023
|
Alan Jo
|
Alan Jo
|
Feb 21, 2023
|
c36572a0c36d4b4198fef75b20d24ea8
|
||
Magenta js
|
magenta google
| null | null | null | null | null |
> [npm](https://www.npmjs.com/search?q=%40magenta)
|
ad7d44ebdd7c4d6d8968ba3a357d2b42
|
magenta studio
|
magenta google
| null | null | null | null | null |
ableton plugin
|
999057a62a0b4180ae508b11b63c64a0
|
NSynth
|
magenta google
| null | null | null | null | null |
6212035366984d5aa14260e58b615975
|
|
AI Tracking
|
Image to Text Usages
|
Jun 7, 2021
|
Alan Jo
|
Alan Jo
|
Jun 14, 2023
|
### AI Tracking Tools
|Title|
|:-:|
|[Hand Tracking](https://texonom.com/hand-tracking-ea414143163e492f9eea10b7c5a389b2)|
|
a2a8d786cf614840814942a3a2df2507
|
|
Face Recognition
|
Image to Text Usages
|
Oct 12, 2021
|
Alan Jo
|
Alan Jo
|
Jun 14, 2023
|
### Face Recognition Models
|Title|
|:-:|
|[](https://texonom.com/203a54137ad1422b87ccd5580f8e36f6)|
|[Clearview](https://texonom.com/clearview-606c8d1c586e4a91aca6208afd5b6676)|
|[Eigenface](https://texonom.com/eigenface-366b528afe5b4f60be8f9c93bcdf53cb)|
|
bc0e6e4a77234884894aca5cff7963f9
|
|
OCR
|
Image to Text Usages
|
Jun 26, 2022
|
Alan Jo
|
Alan Jo
|
Jul 11, 2023
|
### OCR Tools
|Title|
|:-:|
|[Easy OCR](https://texonom.com/easy-ocr-f9eb75f87a494387acc9f393e805cb61)|
|[](https://texonom.com/ea16b770569c4ff2a3f4a4611b529793)|
|
0ca4d01b4e40491ca2898cb23aed6914
|
|
Hand Tracking
|
AI Tracking Tools
|
Oct 14, 2021
|
Alan Jo
|
Alan Jo
|
Oct 14, 2021
| null |
### Hand Tracking Tools
|Title|
|:-:|
|[handsfree](https://texonom.com/handsfree-076cdbb9cee447a38718ff8a249056b2)|
|[yoha](https://texonom.com/yoha-e7a508e8416a4d54ab469aa7bf86ec25)|
|
ea414143163e492f9eea10b7c5a389b2
|
handsfree
|
Hand Tracking Tools
|
Jun 7, 2021
|
Alan Jo
|
Alan Jo
|
Oct 14, 2021
| null |
> [MIDIBlocks/handsfree](https://github.com/midiblocks/handsfree?utm_source=tldrnewsletter)
|
076cdbb9cee447a38718ff8a249056b2
|
yoha
|
Hand Tracking Tools
|
Oct 14, 2021
|
Alan Jo
|
Alan Jo
|
Oct 14, 2021
| null |
> [GitHub - handtracking-io/yoha: A practical hand tracking engine.](https://github.com/handtracking-io/yoha?utm_source=tldrnewsletter)
|
e7a508e8416a4d54ab469aa7bf86ec25
|
[OpenFace](https://github.com/TadasBaltrusaitis/OpenFace)
|
Face Recognition Models
|
Oct 12, 2021
|
Alan Jo
|
Alan Jo
|
Jun 14, 2023
|
203a54137ad1422b87ccd5580f8e36f6
|
||
Clearview
|
Face Recognition Models
|
Oct 12, 2021
|
Alan Jo
|
Alan Jo
|
Jun 14, 2023
|
ํ๋ผ์ด๋ฒ์ ๋ฌธ์ ๋ก ๋
ผ๋๋ง๋ค
> [Clearview AI | The World's Largest Facial Network](https://www.clearview.ai/)
|
606c8d1c586e4a91aca6208afd5b6676
|
|
Eigenface
|
Face Recognition Models
|
Oct 12, 2021
|
Alan Jo
|
Alan Jo
|
Jun 14, 2023
|
[PCA](https://texonom.com/pca-5f0f360d90944cccb62613910c3bf9f6)
|
366b528afe5b4f60be8f9c93bcdf53cb
|
|
[tesseract](https://github.com/tesseract-ocr/tesseract)
|
OCR Tools
|
Jul 11, 2023
|
Alan Jo
|
Alan Jo
|
Jul 11, 2023
| null |
ea16b770569c4ff2a3f4a4611b529793
|
|
Easy OCR
|
OCR Tools
|
Jun 26, 2022
|
Alan Jo
|
Alan Jo
|
Jun 26, 2022
| null |
f9eb75f87a494387acc9f393e805cb61
|
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