smart parking demo - RF-DETR - license plate detection... - OC-SORT - multi-object tracking - GLM-OCR - reading license plates on Monday I showed you trackers, yesterday GLM-OCR, today I'm putting everything togethershow more

Real-time DEtection Transformer (RT-DETR) landed in Hugging Face transformers... 🤩 with Apache 2.0 license 😍 do DETRs Beat YOLOs on Real-time Object Detection? keep reading 👀show more

5G on the license plates for wireless tracking

This peanut-sized chinese model just dethroned Gemini at reading... documents. It’s called glm-ocr. it’s a tiny 0.9b parameter vision-language model that is about to replace every expensive ocr api you use. → Handles text, tables, formulas, handwriting → Scored 94.62 on OmniDocBench V1.5 → 8 languages → vLLM, SGLang, Ollama And it’s 100% open-source.show more

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)show more

Core AI: Realtime video image detection, tracking, and segmentation... with SAM 3 and RF-DETR. All running on-device. I will share the code in the comments.show more

i made Dumb Drum Revolution. smack everyday objects to... create "music" built with: - roboflow RF-DETR for object detection - mediapipe hand tracking - web audio API and some drum samples runs in realtime in the browser for all your drumming needsshow more

New trackers released by Ultralytics 😍 botsort, bytetrack, ocsort,... deepocsort, fasttrack, and tracktrack. Object tracking tells you which object is which across frames. I recently tested the newly released trackers in this demo. Here's what I found. 👇 #tracker #MachineLearning #Researchshow more

RF-DETR is now available in Hugging Face transformers state... of the art in both detection and segmentation, outperforming YOLO architectures - checkpoints: - demo: - docs:show more

Announcing llama-ocr – a free + open source OCR... tool! It takes documents (images for now) & outputs markdown, and does really well for complex receipts, PDFs with tables/charts, ect... Powered by Llama 3.2 vision on Together AI & available on npm today!show more

World record holder for the gayest Texas license license plate

License plate spray

GutenOCR: A Grounded Vision-Language Front-End for Documents Fine-tunes Qwen2.5-VL-3B... and 7B using a grounded OCR evaluation protocol, substantially improving region- and line-level OCR as well as text-detection recallshow more

Absolutely legendary license plate

Object detection + tracking + counting using Ultralytics YOLO26... 🚀 👉 Object detection tells you what is in a scene. 👉 Tracking follows each object across video frames. 👉 Counting turns those movements into actionable data. YOLO26 delivers fast, accurate detections, while multi-object tracking maintains unique identities across frames. Add configurable counting lines or regions to measure entries, exits, directional movement, and other real-world traffic metrics. #vehicles #MachineLearning #Highwayshow more

License plate hack for cars 👍

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 onlineshow more

Can you guess what the bracket around the license... plate says?show more

even my license plate says BRATT