# Community Showcase **URL:** https://community.ultralytics.com/c/off-topic/community-showcase/17.md [Latest](https://community.ultralytics.com/latest.md) · [Categories](https://community.ultralytics.com/categories.md) · [Tags](https://community.ultralytics.com/tags.md) --- ## [About the Community Showcase category](https://community.ultralytics.com/t/about-the-community-showcase-category/43)
**Author:** [@UltraBot](https://community.ultralytics.com/u/UltraBot)\ **Replies:** 0\ **Last updated:** [June 19, 2024, 11:09pm UTC](https://community.ultralytics.com/t/about-the-community-showcase-category/43 "2024-06-19T23:09:29Z")
Want to show off your project, application, or use case? This is the place to show it off! :sparkles: Spamming reposts of the same content will not be tolerated. Please don’t post advertisements of any kind. Links to c… --- ## [Android YOLO object detection + zone-based location memory -- looking for technical feedback](https://community.ultralytics.com/t/android-yolo-object-detection-zone-based-location-memory-looking-for-technical-feedback/2247)
**Author:** [@iqbalafzalawan](https://community.ultralytics.com/u/iqbalafzalawan)\ **Replies:** 0\ **Last updated:** [September 30, 2026, 7:32pm UTC](https://community.ultralytics.com/t/android-yolo-object-detection-zone-based-location-memory-looking-for-technical-feedback/2247 "2026-09-30T19:32:59Z")
I’m building an Android MVP called LocateItNow GLOBAL that uses YOLO-based object detection to connect detected objects with a physical zone and camera view. The current MVP uses YOLOv8n on-device and is designed around… --- ## [Nms implemented in torch purly, supporting export onnx](https://community.ultralytics.com/t/nms-implemented-in-torch-purly-supporting-export-onnx/2123)
**Author:** [@yxdragon](https://community.ultralytics.com/u/yxdragon)\ **Replies:** 0\ **Last updated:** [July 17, 2026, 8:22am UTC](https://community.ultralytics.com/t/nms-implemented-in-torch-purly-supporting-export-onnx/2123 "2026-07-17T08:22:40Z")
(Here)\[https://github.com/VectorElectron/yolov11\\\] is a sleek, professional, and exciting draft for your post, tailored for platforms like GitHub, LinkedIn, or developer forums (like WeChat Moments or Twitter/X). … --- ## [YOLO26 experiment: Raw model output to bounding boxes](https://community.ultralytics.com/t/yolo26-experiment-raw-model-output-to-bounding-boxes/1772)
**Author:** [@fzngagan](https://community.ultralytics.com/u/fzngagan)\ **Replies:** 1\ **Last updated:** [January 21, 2026, 1:38pm UTC](https://community.ultralytics.com/t/yolo26-experiment-raw-model-output-to-bounding-boxes/1772 "2026-01-21T13:38:03Z")
Did some experimentation with the yolo26 model. Basically, I want to replicate the inference process from model outputs to bounding box drawing. Here’s what I did: collected model’s raw predictions scaled them to the o… --- ## [Roast me](https://community.ultralytics.com/t/roast-me/1726)
**Author:** [@Seb0](https://community.ultralytics.com/u/Seb0)\ **Replies:** 2\ **Last updated:** [January 6, 2026, 10:08am UTC](https://community.ultralytics.com/t/roast-me/1726 "2026-01-06T10:08:42Z")
Hi! This is my first ever post on a technical forum and the whole developer thing is uncharted territory. And hey maybe this isn’t even how you use forums but I’ll give it a shot. One year ago I found a passion for compu… --- ## [Using yolo12n in r3forth](https://community.ultralytics.com/t/using-yolo12n-in-r3forth/1476)
**Author:** [@PHReda](https://community.ultralytics.com/u/PHReda)\ **Replies:** 3\ **Last updated:** [September 22, 2025, 2:01pm UTC](https://community.ultralytics.com/t/using-yolo12n-in-r3forth/1476 "2025-09-22T14:01:02Z")
I successfully ran the YOLO12N and YOLO11Npose models on CPU using the ONNXRuntime library, implemented in R3Forth programming language. videos: --- ## [New YOLO12 (YOLOv12) Technical Video Series Released](https://community.ultralytics.com/t/new-yolo12-yolov12-technical-video-series-released/1227)
**Author:** [@marctornero](https://community.ultralytics.com/u/marctornero)\ **Replies:** 3\ **Last updated:** [July 14, 2025, 12:44am UTC](https://community.ultralytics.com/t/new-yolo12-yolov12-technical-video-series-released/1227 "2025-07-14T00:44:22Z")
Hi YOLO Community! :waving\_hand: :rocket: I’m excited to share a project I’ve been working on over the past few months: a technical walkthrough video series on YOLO12. This time, I focused on unpacking the new innovati… --- ## [🎥 New Video Series: YOLO11 Inference Step-by-Step 🚀](https://community.ultralytics.com/t/new-video-series-yolo11-inference-step-by-step/933)
**Author:** [@marctornero](https://community.ultralytics.com/u/marctornero)\ **Replies:** 3\ **Last updated:** [April 7, 2025, 1:27pm UTC](https://community.ultralytics.com/t/new-video-series-yolo11-inference-step-by-step/933 "2025-04-07T13:27:34Z")
Hi YOLO Community! :waving\_hand: About Me: I’m a Deep Learning and Computer Vision enthusiast with a strong self-taught background in coding. I’m passionate about understanding how AI works under the hood and sharing t… --- ## [🎥 New Video Series: YOLOv5 Inference Step-by-Step 🚀](https://community.ultralytics.com/t/new-video-series-yolov5-inference-step-by-step/428)
**Author:** [@marctornero](https://community.ultralytics.com/u/marctornero)\ **Replies:** 3\ **Last updated:** [April 5, 2025, 1:29pm UTC](https://community.ultralytics.com/t/new-video-series-yolov5-inference-step-by-step/428 "2025-04-05T13:29:05Z")
Hi YOLO Community! :wave: About Me: I’m a Deep Learning and Computer Vision enthusiast, self-taught in coding, and passionate about exploring the potential of AI. :star2: I’m excited to share a personal project I’ve b… --- ## [\[OPINION\] You Probably Won't Benefit from Vibe Coding](https://community.ultralytics.com/t/opinion-you-probably-wont-benefit-from-vibe-coding/900)
**Author:** [@BurhanQ](https://community.ultralytics.com/u/BurhanQ)\ **Replies:** 0\ **Last updated:** [March 28, 2025, 2:17am UTC](https://community.ultralytics.com/t/opinion-you-probably-wont-benefit-from-vibe-coding/900 "2025-03-28T02:17:05Z")
--- ## [Check out this community article on self supervised learning with YOLO](https://community.ultralytics.com/t/check-out-this-community-article-on-self-supervised-learning-with-yolo/631)
**Author:** [@BurhanQ](https://community.ultralytics.com/u/BurhanQ)\ **Replies:** 0\ **Last updated:** [December 23, 2024, 1:39pm UTC](https://community.ultralytics.com/t/check-out-this-community-article-on-self-supervised-learning-with-yolo/631 "2024-12-23T13:39:58Z")
--- ## [Ultralytics + Stable Diffusion](https://community.ultralytics.com/t/ultralytics-stable-diffusion/105)
**Author:** [@BurhanQ](https://community.ultralytics.com/u/BurhanQ)\ **Replies:** 0\ **Last updated:** [July 15, 2024, 8:13pm UTC](https://community.ultralytics.com/t/ultralytics-stable-diffusion/105 "2024-07-15T20:13:27Z")
Check out this plugin for the Stable-Diffusion webUI that uses Ultralytics under the hood! --- ## [Detecting hand signs with Ultralytics](https://community.ultralytics.com/t/detecting-hand-signs-with-ultralytics/56)
**Author:** [@BurhanQ](https://community.ultralytics.com/u/BurhanQ)\ **Replies:** 0\ **Last updated:** [July 1, 2024, 1:57pm UTC](https://community.ultralytics.com/t/detecting-hand-signs-with-ultralytics/56 "2024-07-01T13:57:21Z")
Although the article doesn’t mention it, this project uses Ultralytics YOLOv8 :yolo: