Euisuk's Dev Log

ใ€Œ์„œ์ฟ  ๊ฐœ๋ฐœ๋…ธํŠธโญใ€

[์ •๋ฆฌ] ์ง€๊ธˆ ์ฃผ๋ชฉํ•  LLM ๊ธฐ์ˆ  ํŠธ๋ Œ๋“œ์™€ ์ƒ์„ฑํ˜• AI ์ ์šฉ ์ „๋žต - Naver Cloud

https://youtu.be/nTdMs7HI4uU ์ด๋ฒˆ ํฌ์ŠคํŒ…์€ NAVER Cloud AI DevDay 2025์—์„œ ๋‹ค๋ค„์ง„ ๋ฐœํ‘œ, โ€œ์ง€๊ธˆ ์ฃผ๋ชฉํ•  LLM ๊ธฐ์ˆ  ํ๋ฆ„๊ณผ ์ƒ์„ฑํ˜• AI ์ ์šฉ ์ธ์‚ฌ์ดํŠธโ€ (๋„ค์ด๋ฒ„ํด๋ผ์šฐ๋“œ ๊ฐ•์ง€๋‚˜ ์ˆ˜์„)๋ฅผ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค. https://clova.ai/tech-blog/ai-dev-day-์ง€๊ธˆ-๊ผญ-์•Œ์•„์•ผ...

[Paper Review] MM-Groundung-DINO : An Open and Comprehensive Pipeline for Unified Object Grounding and Detection

https://arxiv.org/pdf/2401.02361 ๋ณธ ๋ฆฌ๋ทฐ๋Š” ์›๋ฌธ์„ ์ตœ๋Œ€ํ•œ ์ง์—ญํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค. ์—ฌ๊ธฐ์„œ โ€œ์šฐ๋ฆฌ๋Š”โ€์€ ์ €์ž๋ฅผ ์ง€์นญํ•ฉ๋‹ˆ๋‹ค. ์ฐธ๊ณ  ๋ถ€ํƒ๋“œ๋ฆฝ๋‹ˆ๋‹ค. ์ดˆ๋ก Grounding-DINO๋Š” Open-Vocabulary Detection (OVD), Phrase Grounding (PG), Referring Expression C...

[Paper Review] LLM-Det : Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models

https://arxiv.org/pdf/2501.18954 ๋ณธ ๋ฆฌ๋ทฐ๋Š” ์›๋ฌธ์„ ์ตœ๋Œ€ํ•œ ์ง์—ญํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค. ์—ฌ๊ธฐ์„œ โ€œ์šฐ๋ฆฌ๋Š”โ€์€ ์ €์ž๋ฅผ ์ง€์นญํ•ฉ๋‹ˆ๋‹ค. ์ฐธ๊ณ  ๋ถ€ํƒ๋“œ๋ฆฝ๋‹ˆ๋‹ค. Abstract ์ตœ๊ทผ open-vocabulary detector๋“ค์€ ํ’๋ถ€ํ•œ region-level ์ฃผ์„ ๋ฐ์ดํ„ฐ๋กœ ์œ ๋งํ•œ ์„ฑ๋Šฅ์„ ๋‹ฌ์„ฑํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. (์ฐธ๊ณ ) Regio...

[Paper Review] RT-DETRv2: Improved Baseline with Bag-of-Freebies for Real-Time Detection Transformer

https://arxiv.org/pdf/2407.17140 ๋ณธ ๋ฆฌ๋ทฐ๋Š” ์›๋ฌธ์„ ์ตœ๋Œ€ํ•œ ์ง์—ญํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค. ์—ฌ๊ธฐ์„œ โ€œ์šฐ๋ฆฌ๋Š”โ€์€ ์ €์ž๋ฅผ ์ง€์นญํ•ฉ๋‹ˆ๋‹ค. ์ฐธ๊ณ  ๋ถ€ํƒ๋“œ๋ฆฝ๋‹ˆ๋‹ค. ์ดˆ๋ก ์ด ๋ณด๊ณ ์„œ์—์„œ๋Š” ๊ฐœ์„ ๋œ ์‹ค์‹œ๊ฐ„ Detection Transformer์ธ RT-DETRv2๋ฅผ ์ œ์‹œํ•ฉ๋‹ˆ๋‹ค. RT-DETRv2๋Š” ๊ธฐ์กด์˜ ์ตœ์‹  ์‹ค์‹œ๊ฐ„ detector์ธ RT-D...

[Paper Review] OmDet_Turbo : Real-time Transformer-based Open-Vocabulary Detection with Efficient Fusion Head

https://arxiv.org/pdf/2403.06892 ์ดˆ๋ก End-to-end transformer ๊ธฐ๋ฐ˜ detector (DETRs)๋Š” ์–ธ์–ด modality ํ†ตํ•ฉ์„ ํ†ตํ•ด closed-set๊ณผ open-vocabulary object detection (OVD) ์ž‘์—… ๋ชจ๋‘์—์„œ ๋›ฐ์–ด๋‚œ ์„ฑ๋Šฅ์„ ๋ณด์—ฌ์ฃผ์—ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ๋†’์€ ์—ฐ์‚ฐ ์š”๊ตฌ์‚ฌํ•ญ์œผ๋กœ...

[์ •๋ฆฌ] ๊ตฌ๊ธ€์˜ ๋‚˜๋…ธ๋ฐ”๋‚˜๋‚˜ ํ”„๋กฌํ”„ํŠธ ๊ณต์‹ ๊ณต๊ฐœํ•˜๋‹ค

Gemini 2.5 Flash ์ด๋ฏธ์ง€ ์ƒ์„ฑ์„ ์œ„ํ•œ ํšจ๊ณผ์ ์ธ ํ”„๋กฌํ”„ํŒ… ๊ฐ€์ด๋“œ https://developers.googleblog.com/ko/how-to-prompt-gemini-2-5-flash-image-generation-for-the-best-results/ ํ•ด๋‹น ๊ธ€์€ google ๊ณต์‹ ๊ฐ€์ด๋“œ ๋ฌธ์„œ๋ฅผ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค. (์œ„ ๋งํฌ...

[OpenAI] ์–ธ์–ด๋ชจ๋ธ ํ™˜๊ฐ(Hallucination) ํ˜„์ƒ: ์™œ AI๋Š” ํ™•์‹ ์— ์ฐฌ ๊ฑฐ์ง“๋ง์„ ํ• ๊นŒ?

Source: https://cdn.openai.com/pdf/d04913be-3f6f-4d2b-b283-ff432ef4aaa5/why-language-models-hallucinate.pdf https://openai.com/index/why-language-models-hallucinate/ ํ•ด๋‹น ๋ธ”๋กœ๊ทธ ํฌ์Šค...

[์ •๋ฆฌ] AI๊ฐ€ ์ฐฝ์ถœํ•˜๋Š” 5๊ฐ€์ง€ ์ƒˆ๋กœ์šด ์ง์—…๊ณผ ์ „๋ฌธ๊ฐ€ ๋˜๋Š” ๋ฐฉ๋ฒ•

https://www.linkedin.com/pulse/5-new-jobs-being-created-ai-roc-search-qqy2e/ ๋ณธ ๊ธ€์€ Roc Search์˜ LinkedIn ๊ฒŒ์‹œ๋ฌผ โ€œ5 new jobs being created by AIโ€œ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ์ž‘์„ฑ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์„œ๋ก  ์ธํ„ฐ๋„ท๊ณผ ์†Œ์…œ ๋ฏธ๋””์–ด๊ฐ€ ๊ทธ๋žฌ๋“ฏ์ด, AI๋Š” ์ทจ์—… ์‹œ์žฅ์— ...

[์ •๋ฆฌ] GPT-5 โ€˜์›์‚ฌ์ด์ฆˆ ํ•โ€™์˜ ์ฐฉ๊ฐ๊ณผ ๊ณจ๋””๋ฝ์Šค ํ”„๋กฌํ”„ํŠธ

๋ณธ ํฌ์ŠคํŠธ๋Š” ํ‹ฐํƒ€์ž„์ฆˆTV์™€ ๊ฐ•์ˆ˜์ง„ ๋ฐ•์‚ฌ๋‹˜์˜ ํŒจ๋„ ํ† ํฌ ์˜์ƒ์„ ๋ฐ”ํƒ•์œผ๋กœ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค. ์ถœ์ฒ˜: ํ‹ฐํƒ€์ž„์ฆˆTV - YouTube GPT-5์—์„œ ๋“œ๋Ÿฌ๋‚œ ์ƒ˜ ์•ŒํŠธ๋งŒ์˜ ์ฐฉ๊ฐ - ์˜์ƒ ๊ฐ•์ˆ˜์ง„ ๋ฐ•์‚ฌ๋‹˜ Linkedin Post ๐Ÿ“š TL;DR ํ•ต์‹ฌ ํ‰๊ฐ€: GPT-5๋Š” ์ฝ”๋”ฉ/์ˆ˜ํ•™ยท๊ธด ์ปจํ…์ŠคํŠธ๋Š” ๊ฐœ์„ ๋˜์—ˆ์ง€๋งŒ, ๊ธฐ๋Œ€ํ•œ ...

[OpenAI][๋ฒˆ์—ญ] Realtime Prompting Guide

OpenAI Realtime API ํ”„๋กฌํ”„ํŒ… ๊ฐ€์ด๋“œ https://cookbook.openai.com/examples/realtime_prompting_guide ์†Œ๊ฐœ ์˜ค๋Š˜ OpenAI๋Š” API์—์„œ ๊ฐ€์žฅ ๊ฐ•๋ ฅํ•œ ์Œ์„ฑ ๋Œ€ ์Œ์„ฑ ๋ชจ๋ธ์ธ gpt-realtime์„ ์ถœ์‹œํ•˜๊ณ  Realtime API์˜ ์ผ๋ฐ˜ ์‚ฌ์šฉ ๊ฐ€๋Šฅ์„ฑ์„ ๋ฐœํ‘œํ–ˆ์Šต๋‹ˆ๋‹ค. ์Œ์„ฑ ๋Œ€ ...