Pinned
football AI code is finally open-source
- player detection and tracking
- team clustering
- camera calibration
I still need to work on README; don't judge me on that
code: github.com/roboflow/sports
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SkalskiP
11.5K posts
SkalskiP
@skalskip92
Open-source Lead @roboflow. VLMs. GPU poor. Dog person. Coffee addict. Dyslexic. | GH: github.com/SkalskiP | HF: huggingface.co/SkalskiP
- polish TV is using computer vision to enhance the viewer experience for sports broadcasts: - FIFA-like radar overlays - player recognition - pass distance measurement - ball speed and trajectory tracking during shots
00:00 - I can finally map @NBA player's position from the camera perspective onto the court map it's still a bit shaky... I'll smooth it out later it's time to detect shooting motions and mark the shot location! some of the code has already been migrated to: github.com/roboflow/sports
00:00 - supervision, the open-source library I created a year ago, has crossed 20,000 stars on GitHub this weekend! thank you to everyone who helped me build this project! it took us 3,500+ commits, 850+ PRs and 80+ contributors to do it. repository: github.com/roboflow/super…
00:00 - supervision - a computer vision library I created - just crossed 15,000 stars on GitHub! BBBRRRRRR! link: github.com/roboflow/super…
00:00 - supervision, the open-source library I created a year ago, is crossing 25,000 stars on GitHub! thank you to everyone who helped me build this project! it took us 4,000+ commits, 1,000+ PRs and 100+ contributors to do it. repository: github.com/roboflow/super…
00:00 - supervision, the open-source library I created 2 years ago, is crossing 30,000 stars on GitHub! thank you to everyone who helped me build this project! it took us 4,000+ commits, 1,000+ PRs and 100+ contributors to do it. link: github.com/roboflow/super…
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my project just crossed 30k stars on GH - I used to hate working on projects like this... crazy how the word has changed over the past year; labeling is dead!
00:00 - I finally solved player recognition - player and number detection with RF-DETR - player tracking with SAM2 - team clustering with SigLIP, UMAP and KMeans - number recognition with SmolVLM2 stay tuned for YT tutorial: youtube.com/c/Roboflow ↓ full breakdown + code
00:00 - supervision has gained almost 1k stars since the release on wednesday; so cool link: github.com/roboflow/super…
00:00 - RIP image annotation companies Fully automated image labeling with GroundingDINO + SAM + OpenAI Vision API code: github.com/roboflow/aweso…
- supervision-0.13.0 is out! Now you can effortlessly build advanced video analytics. Trackers, Zones, Annotators, and much more. GitHub repository: github.com/roboflow/super…
00:00 - here is the final version of my vehicle speed estimation demo read the thread below to learn how I built it. I will cover: - detection - tracking - perspective transformation - speed calculation - some bonus ideas ↓
00:00 - REAL-TIME object detection WITHOUT TRAINING YOLO-World is a new SOTA open-vocabulary object detector that outperforms previous models in terms of both accuracy and speed. 35.4 AP with 52.0 FPS on V100. ↓ read more
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