๐Ÿ—ž๏ธ NEWS: Meow.camera โ€” a playful name hiding a serious tool in the AI camera space โ€” has landed with notable community interest.

๐Ÿ” ANALYSIS: The 228 score signals real traction. As vision AI matures, tools like this show how quickly specialized use cases are emerging. Worth watching for privacy implications.

๐Ÿ“Ž Source: [meow.camera]

#AI #OpenSource #DevTools #ComputerVision #PrivacyTools

๐Ÿ—ž๏ธ NEWS: Meow.camera โ€” a playful name hiding a serious tool in the AI camera space โ€” has landed with notable community interest.

๐Ÿ” ANALYSIS: The 228 score signals real traction. As vision AI matures, tools like this show how quickly specialized use cases are emerging. Worth watching for privacy implications.

๐Ÿ“Ž Source: [meow.camera]

#AI #OpenSource #DevTools #ComputerVision #PrivacyTools

๐Ÿ—ž๏ธ NEWS: Meow.camera โ€” a playful name hiding a serious tool in the AI camera space โ€” has landed with notable community interest.

๐Ÿ” ANALYSIS: The 228 score signals real traction. As vision AI matures, tools like this show how quickly specialized use cases are emerging. Worth watching for privacy implications.

๐Ÿ“Ž Source: [meow.camera]

#AI #OpenSource #DevTools #ComputerVision #PrivacyTools

TerraMaster F2-425 Plus NAS review โ€“ Part 2: Configuration, benchmarks, and AI-enhanced media storage

https://fed.brid.gy/r/https://www.cnx-software.com/2026/03/28/terramaster-f2-425-plus-nas-review-part-2-configuration-benchmarks-and-ai-enhanced-media-storage/

TerraMaster F2-425 Plus NAS review โ€“ Part 2: Configuration, benchmarks, and AI-enhanced media storage

I received the TerraMaster F2-425 Plus 3+2 Hybrid NAS for review last month, and after checking out the hardware in the first part of the review, I've finally had time to test the Intel N150 NAS. After installing two 4TB SATA drives and an M.2 NVMe SSD, I'll report my experience setting up the system with the TNAS Android app, before running some benchmarks, and testing features like photo backup with AI search capabilities. Hard drive installation I already had an old, but little-used, 4TB HGST SATA drive, and I bought a "new" 4TB SATA drive online for a pretty good deal (2979 THB or a little over $90 US). It turns out the HPE MB4000GVY2K drive I got was refurbished, having been manufactured in 2017. However, it's an enterprise-grade drive, and the TNAS app reports it has been used "only" for 2,517 hours, so I don't feel too bad

CNX Software - Embedded Systems News

Wildminder (@wildmindai)

StepFun์ด ๊ณต๊ฐœํ•œ RealRestorer๋Š” ๋น„ยท์•ˆ๊ฐœยท๋ˆˆ๋ถ€์‹ฌ ์ œ๊ฑฐ, ์ €ํ™”์งˆ ๋ณต์›, JPEG ์•„ํ‹ฐํŒฉํŠธ ๋ฐ ๋ชจ์•„๋ ˆ ๋ณด์ •๊นŒ์ง€ ์ง€์›ํ•˜๋Š” ์˜คํ”ˆ์†Œ์Šค ์ด๋ฏธ์ง€ ๋ณต์› ๋ชจ๋ธ์ด๋‹ค. ๋กœ์ปฌ์—์„œ ๋ฌด๋ฃŒ๋กœ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์œผ๋ฉฐ, 1024x1024 ํ•ด์ƒ๋„๋ฅผ ์ง€์›ํ•˜๋Š” ์‹ค์šฉ์  ๋น„์ „ AI ์†”๋ฃจ์…˜์œผ๋กœ ๋ณด์ธ๋‹ค.

https://x.com/wildmindai/status/2037422072587235787

#stepfun #realrestorer #opensource #imagerestoration #computervision

Wildminder (@wildmindai) on X

Cool. A local, free Topaz+NanoBanana alternative, almost StepFun just dropped a real gift: RealRestorer, a fully open-source image restoration model. - removes rain, fog, glare - no more moirรฉ, JPEG artifacts - restore low-light - 1024ร—1024 based on Step1X-Edit DiT + Flux-VAE

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Meta verรถffentlicht mit SAM 3.1 ein Update fรผr die Bild- und Videosegmentierung. Das Modell nutzt einen Multiplexer fรผr Single Computation, wodurch mehrere Objekte parallel berechnet werden. Im SA-Co Gold Benchmark erreicht die Architektur 53,9 Punkte und schlรคgt Konkurrenten deutlich. Das Modell ist als Open Weights verfรผgbar. #Meta #SAM3 #ComputerVision #AI #News
https://www.all-ai.de/news/beitrage2026/meta-sam-3-1-smart
Meta SAM 3.1: Objekt-Tracking wird smarter und effizienter

Ein Architektur-Update ermรถglicht die gleichzeitige Segmentierung mehrerer Bildelemente in einem einzigen Rechenschritt.

All-AI.de

Avi Chawla (@_avichawla)

์—ฐ๊ตฌ์ง„์ด ๊ฐ์ฒด ํƒ์ง€์˜ ์˜ค๋ž˜๋œ ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ–ˆ๋‹ค๋Š” ๋‚ด์šฉ์ด๋‹ค. ๊ธฐ์กด YOLO ๊ณ„์—ด ๋ชจ๋ธ์ด ์ถ”๋ก  ์‹œ ํ•˜๋‚˜์˜ ๊ฐ์ฒด์— ์—ฌ๋Ÿฌ bounding box๋ฅผ ์ค‘๋ณต ์ƒ์„ฑํ•˜๋Š” ๋ฌธ์ œ๋ฅผ ๋‹ค๋ค˜๊ณ , ์ด ์ค‘๋ณต์ด ํ•™์Šต์—๋Š” ๋„์›€์ด ๋˜์ง€๋งŒ ์ถ”๋ก  ํšจ์œจ์„ ๋–จ์–ด๋œจ๋ฆฌ๋Š” ์ ์„ ์งš๋Š”๋‹ค. ๊ฐ์ฒด ํƒ์ง€ ์—ฐ๊ตฌ์˜ ์ค‘์š”ํ•œ ์ง„์ „์œผ๋กœ ๋ณผ ์ˆ˜ ์žˆ๋‹ค.

https://x.com/_avichawla/status/2037423454799253694

#objectdetection #yolo #research #computervision #ai

Avi Chawla (@_avichawla) on X

Researchers just solved a decade-old problem in object detection! Traditional YOLO models generate multiple bounding boxes per object during inference. So a single person in the frame might produce 15 overlapping predictions. This redundancy helps the model learn better during

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Ultralytics (@ultralytics)

Ultralytics v8.4.28์ด ์ถœ์‹œ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์†Œ๊ทœ๋ชจ ๋ฐ์ดํ„ฐ์…‹์„ ์œ„ํ•œ ๋” ๋˜‘๋˜‘ํ•œ autobatch, ๋” ๊ฐ•๋ ฅํ•œ ๋„คํŠธ์›Œํฌ ์žฌ์‹œ๋„, ๋” ๊ฐ€๋ฒผ์šด TensorFlow import ์ง€์›์ด ํฌํ•จ๋˜์–ด YOLO/์ปดํ“จํ„ฐ๋น„์ „ ๊ฐœ๋ฐœ ํŽธ์˜์„ฑ๊ณผ ์„ฑ๋Šฅ์ด ๊ฐœ์„ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

https://x.com/ultralytics/status/2037160838381924609

#ultralytics #yolo #computervision #tensorflow #framework

Ultralytics (@ultralytics) on X

๐Ÿš€ Ultralytics vv8.4.28 is here! Smarter autobatch for small datasets ๐Ÿ“ฆ, stronger network retries ๐ŸŒ, and leaner TensorFlow imports โšก #Ultralytics #YOLO #ComputerVision https://t.co/x9OjROV1iq

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Lukas Ziegler (@lukas_m_ziegler)

HKU MMLab๊ณผ KinetixAI๊ฐ€ ์™„์ „ ์˜จ๋ณด๋“œ ์ธ์ง€ ๊ธฐ๋Šฅ์„ ๊ฐ–์ถ˜ ์•ผ์™ธ ํœด๋จธ๋…ธ์ด๋“œ ํƒ๊ตฌ ๋กœ๋ด‡ ํ”„๋กœ์ ํŠธ Smash๋ฅผ ๊ณต๊ฐœํ–ˆ๋‹ค. ๋ชจ์…˜ ์บก์ฒ˜ ์‹œ์Šคํ…œ์ด๋‚˜ ์™ธ๋ถ€ ์นด๋ฉ”๋ผ ์—†์ด ๋กœ๋ด‡ ์ž์ฒด์—์„œ ๋ชจ๋“  ์ฒ˜๋ฆฌ๋ฅผ ์ˆ˜ํ–‰ํ•˜๋ฉฐ, ํœด๋จธ๋…ธ์ด๋“œ์˜ ์‹ค์ „ ์ž์œจ์„ฑ ์ˆ˜์ค€์„ ๋ณด์—ฌ์ฃผ๋Š” ํฅ๋ฏธ๋กœ์šด ์‚ฌ๋ก€๋‹ค.

https://x.com/lukas_m_ziegler/status/2037172731012084197

#humanoid #robotics #computervision #onboardai #tabletennis

Lukas Ziegler (@lukas_m_ziegler) on X

It's 2026 and we have humanoid beating humans in table tennis! ๐Ÿ“ That's project Smash from HKU MMLab and KinetixAI built an outdoor humanoid table tennis player with fully onboard perception. No motion capture systems, no external cameras. Everything runs on the robot itself.

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Muhammad Rizwan Munawar (@muhammdrizwanmr)

Ultralytics YOLO26์„ ํ™œ์šฉํ•œ ๊ฐœ์ธ๋ณดํ˜ธ์žฅ๋น„(PPE) ํƒ์ง€ ์‚ฌ๋ก€๋ฅผ ์†Œ๊ฐœํ•œ๋‹ค. ๊ฑด์„ค ํ˜„์žฅ์—์„œ ์•ˆ์ „์žฅ๋น„ ์ฐฉ์šฉ ์—ฌ๋ถ€๋ฅผ ์ž๋™์œผ๋กœ ์‹๋ณ„ํ•ด ์‚ฐ์—… ์•ˆ์ „๊ณผ ์‚ฌ๊ณ  ์˜ˆ๋ฐฉ์— ํ™œ์šฉํ•  ์ˆ˜ ์žˆ๋Š” AI ๋น„์ „ ์‘์šฉ์ด๋‹ค.

https://x.com/muhammdrizwanmr/status/2037021785254769035

#computervision #objectdetection #yolo #safetyai #ultralytics

Muhammad Rizwan Munawar (@muhammdrizwanmr) on X

Personal protective equipment detection with @ultralytics YOLO26 ๐Ÿฆบ In the past year, the U.S. construction industry recorded approximately 169,200 nonfatal injuries. This equates to around 1% of construction workers sustaining injuries severe enough to result in missed

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