Holy f*** I had a single Roboflow tab open somewhere in the background, just showing the project overview, and it ended up consuming FIVE GIGABYTES OF RAM after a day or two. ๐Ÿคฏ

What the hell is going on with web development. ๐Ÿ˜‘

#webdev #programming #roboflow

Why yes I am working on a browser plugin that lets you put a birds-eye view of a #snooker table next to the live stream in iPlayerโ€ฆ btw if anyone knows how to put a set of training images from #roboflow into a browser plugin that will run the #tensorflow JS in under a second, hmu, cos I'm currently using a slightly ropey opencv.js method that spots balls based on the reflected light highlights at the top of them.

Ilir Aliu (@IlirAliu_)

๋ฐ๋“œ๋ฆฌํ”„ํŠธ ์ค‘ ํ—ˆ๋ฆฌ ๊ตด๊ณก์„ ์ธก์ •ํ•˜๋Š” ์ปดํ“จํ„ฐ ๋น„์ „ ์•ฑ ์‚ฌ๋ก€๋ฅผ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค. Roboflow์˜ RF-DETR๋กœ ์‚ฌ๋žŒ์„ ์„ธ๊ทธ๋ฉ˜ํ…Œ์ด์…˜ํ•˜๊ณ , Ultralytics YOLO11n์œผ๋กœ ๋ฐ”์šด๋”ฉ ๋ฐ•์Šค๋ฅผ ์˜ˆ์ธกํ•˜๋Š” ๋“ฑ ์šด๋™ ์ž์„ธ ๋ถ„์„์— AI ๋น„์ „ ๊ธฐ์ˆ ์„ ํ™œ์šฉํ•œ ์‘์šฉ์ž…๋‹ˆ๋‹ค.

https://x.com/IlirAliu_/status/2041939917673017855

#computervision #roboflow #ultralytics #yolo #fitnessai

Ilir Aliu (@IlirAliu_) on X

For all my lifters: computer vision app to measure back curvature during deadlift! main technical highlights: โ€” RF-DETR (Roboflow) to segment the person (great performance out-the-box with no additional training!) โ€” YOLO11n (Ultralytics) for bounding box prediction around the

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New video: train custom #deeplearning models without coding using the #QGIS Deepness plugin, #Roboflow & #Ultralytics.
Watch it on QwastTube: https://videos.qwast-gis.com/w/ucEzYZ8tSVCb9eDBRQUx4j
Train Custom Deep Learning Models Without Coding using QGIS, Roboflow and Ultralytics

PeerTube

AA (@measure_plan)

Gemma 4์˜ ๋น„์ „ ๊ธฐ๋Šฅ์„ ํ™œ์šฉํ•ด Roboflow RF-DETR๋กœ ๊ฐ์ฒด๋ฅผ ๋จผ์ € ํƒ์ง€ํ•˜๊ณ , Gemma๊ฐ€ ์žฅ๋ฉด์„ ํ•œ ๋ฌธ์žฅ์œผ๋กœ ์š”์•ฝํ•˜๋Š” ์•ฑ์„ ๋งŒ๋“ค์–ด ์‹คํ—˜ํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ฐ์ฒด ์ธ์‹๊ณผ ๋ฉ€ํ‹ฐ๋ชจ๋‹ฌ ์š”์•ฝ์„ ๊ฒฐํ•ฉํ•œ ์‹ค์šฉ์  AI ์‘์šฉ ์‚ฌ๋ก€์ž…๋‹ˆ๋‹ค.

https://x.com/measure_plan/status/2039815699695104343

#gemma #roboflow #objectdetection #visionai #multimodal

AA (@measure_plan) on X

i spent the afternoon experimenting with Gemma 4's vision capabilities made an app that uses roboflow RF-DETR for a first pass of object detections and Gemma to summarize the scene in one sentence for fun i asked Gemma to "describe what you see as if you were a medieval bard"

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AA (@measure_plan)

์ž๋ฐ”์Šคํฌ๋ฆฝํŠธ, ์บ”๋ฒ„์Šค, Roboflow RF-DETR, MediaPipe ํฌ์ฆˆ ํŠธ๋ž˜ํ‚น์„ ํ™œ์šฉํ•ด ํ‘ธ์‹œ์—…๊ณผ ํ”Œ๋žญํฌ๋กœ ์กฐ์ž‘ํ•˜๋Š” ๋™ํ‚ค์ฝฉ ์Šคํƒ€์ผ ํ”ผํŠธ๋‹ˆ์Šค ๊ฒŒ์ž„์„ ๋งŒ๋“ค์—ˆ๋‹ค. AI ๋น„์ „๊ณผ ์ฒด์„ฑ ์ธ์‹ ๊ธฐ์ˆ ์„ ๊ฒฐํ•ฉํ•œ ํฅ๋ฏธ๋กœ์šด ์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒ ํ”„๋กœ์ ํŠธ๋‹ค.

https://x.com/measure_plan/status/2039412017002365359

#javascript #computervision #fitness #mediapipe #roboflow

AA (@measure_plan) on X

i made donkey kong but you play with pushups and planks and it's quite inconvenient made with javascript, canvas, roboflow RF-DETR (for banana detection), and mediapipe body pose tracking lmk if you want to play a few fitness games like this and i'll try to get these online

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AA (@measure_plan)

์‚ฌ์ง„ ๊ฒ€์ƒ‰ยท๋ทฐ์ž‰ ์‹คํ—˜: threejs ์ธํ„ฐํŽ˜์ด์Šค ์œ„์— smolVLM + Roboflow RF-DETR ๊ธฐ๋ฐ˜ ์ปดํ“จํ„ฐ ๋น„์ „๊ณผ ChromaDB ์‹œ๋งจํ‹ฑ ๊ฒ€์ƒ‰์„ ๊ฒฐํ•ฉํ•ด, ๋„์‹œยท์ƒ‰์ƒยท๊ฐ์ฒด ๊ฐ™์€ ์ž์—ฐ์–ด๋กœ ์ „์ฒด ์‚ฌ์ง„ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ๊ฒ€์ƒ‰ํ•  ์ˆ˜ ์žˆ๊ฒŒ ๊ตฌ์„ฑํ•œ ์‚ฌ๋ก€๋ฅผ ๊ณต์œ ํ•จ.

https://x.com/measure_plan/status/2034272042158108907

#threejs #smolvlm #roboflow #chromadb #semanticsearch

AA (@measure_plan) on X

exploring new ways to search and view my photos โ€ข threejs interface โ€ข smolVLM + roboflow RF-DETR computer vision โ€ข chromaDB semantic search this lets me use natural language search (city, color, object) across all my photos

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AA (@measure_plan)

๋กœ์ปฌ์˜ ๋ฌด๋ฃŒ AI ๋ชจ๋ธ๋“ค์„ ํ™œ์šฉํ•ด ์ปดํ“จํ„ฐ์— ์žˆ๋Š” ์˜ค๋ž˜๋œ ์—ฌํ–‰ ์‚ฌ์ง„์„ ์ž์—ฐ์–ด๋กœ ๊ฒ€์ƒ‰ํ•˜๋Š” ์•ฑ์„ ์ œ์ž‘ํ•œ ์‚ฌ๋ก€: smolVLM์œผ๋กœ ์žฅ๋ฉดยท์ƒ‰์ƒ ์„ค๋ช…, Roboflow RF-DETR๋กœ ๊ฐ์ฒด ๊ฒ€์ถœ, ChromaDB์— ๋ฉ”ํƒ€๋ฐ์ดํ„ฐ ์ €์žฅยท์‹œ๋งจํ‹ฑ ๊ฒ€์ƒ‰์„ ์ˆ˜ํ–‰ํ•˜๊ณ  Python๊ณผ Streamlit์œผ๋กœ UI๋ฅผ ๊ตฌํ˜„ํ–ˆ์Šต๋‹ˆ๋‹ค.

https://x.com/measure_plan/status/2033941877750436037

#smolvlm #roboflow #chromadb #localai #streamlit

AA (@measure_plan) on X

i built an app to search old travel photos on my computer with natural language queries using free local AI models: - smolVLM to describe the scene and colours - roboflow RF-DETR to detect objects - chromaDB to store metadata labels and run semantic search - python + streamlit

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AA (@measure_plan)

'fruit xylophone'๋ผ๋Š” ์ปดํ“จํ„ฐ ๋น„์ „ ๊ธฐ๋ฐ˜ ์Œ์•… ์‹คํ—˜์„ ์†Œ๊ฐœํ•˜๋Š” ํŠธ์œ—์œผ๋กœ, mediapipe ์† ์ถ”์ ๊ณผ Roboflow์˜ RF-DETR ๊ฐ์ฒด ๊ฒ€์ถœ์„ ๊ฒฐํ•ฉํ•ด ๋ธŒ๋ผ์šฐ์ €์—์„œ ์‹ค์‹œ๊ฐ„์œผ๋กœ ๋™์ž‘ํ•˜๋ฉฐ transformers.js๋ฅผ ์‚ฌ์šฉํ•ด ๊ตฌํ˜„ํ–ˆ๋‹ค๊ณ  ์„ค๋ช…ํ•ฉ๋‹ˆ๋‹ค. ์‹ค์‹œ๊ฐ„ ๋ธŒ๋ผ์šฐ์ € ML๊ณผ ํฌ๋ฆฌ์—์ดํ‹ฐ๋ธŒ ์ธํ„ฐ๋ž™์…˜ ์‚ฌ๋ก€์ž…๋‹ˆ๋‹ค.

https://x.com/measure_plan/status/2031115015567077416

#computervision #mediapipe #roboflow #transformersjs

AA (@measure_plan) on X

introducing: fruit xylophone a computer vision music experiment built with mediapipe hand tracking and roboflow RF-DETR object detection (running in realtime in the browser using transformers js)

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AA (@measure_plan)

smolVLM, transformers.js, RF-DETR ๋ชจ๋ธ ๋“ฑ ๋‹ค์–‘ํ•œ ์˜คํ”ˆ์†Œ์Šค ๋น„์ „ ๊ด€๋ จ ํ”„๋กœ์ ํŠธ๊ฐ€ ์†Œ๊ฐœ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. Hugging Face์™€ Roboflow ํŒ€์ด ์ฃผ๋„ํ•œ ์ด ๋„๊ตฌ๋“ค์€ ์ปดํ“จํ„ฐ ๋น„์ „ ํ•™์Šต์ž๋“ค์—๊ฒŒ ์œ ์šฉํ•œ ์‹ค์Šต ์˜ˆ์ œ์™€ ๋ฐ๋ชจ๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

https://x.com/measure_plan/status/2025966400792105166

#computervision #opensource #huggingface #roboflow

AA (@measure_plan) on X

thank you to @xenovacom, @mervenoyann, @ngxson and the hugging face team for smolVLM, transformers js, and all the blog posts + demos thank you to @skalskip92 and the roboflow team for the RF-DETR model if you want to learn computer vision, follow these folks and their awesome

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