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Multi-stream video inference with Ultralytics YOLO - Display multiple video streams in a grid layout with real-time object detection.

work on YOLOv8s-based predator detection for farmland, an ongoing project aimed at detecting and classifying predator species that threaten livestock and crops.

Optimize test for ultralytics yolo11. Using OpenVINO, TensorRT, and Hailo-8.

Detect space station safety gear with a click. AI + 3D models make safety inspection intuitive and futuristic.

A toolkit for deploying optimized YOLOv8 vision applications container on Advantech edge AI devices with hardware acceleration. Designed specifically for Advantech edge AI devices based on NVIDIA Jetson platforms

RealTimeOCR is a computer vision tool combining YOLO for real-time object detection and PaddleOCR for text recognition in video streams, with customizable ROIs for precise targeting.

Adaptive traffic signal management with YOLOv8 + SORT: real‑time vehicle counting, line crossing, and congestion‑aware timing

Successfully developed a real-time soccer player re-identification and tracking system using YOLOv11 and Deep SORT with TorchreID-based embeddings.

Real-time object detection pipeline with YOLOv5 and OpenCV

Repository made for my bachelor's thesis.

Telegram bot for real-time object detection using YOLO. Processes user images and returns annotated images with detection summaries.

This project demonstrates a simple yet powerful application of the YOLOv8 (You Only Look Once) object detection model for identifying various traffic-related objects.

In order to use the Synthetic SynPlay dataset with YOLO models, it must be converted to a YOLO format. This repository will walk you through the process.

A pipeline for compressing and deploying YOLO models on AWS Lambda for efficient, low-latency inference.

YOLOv8 ve OpenCV kullanarak otopark alanlarındaki araçların tespiti ve doluluk/boşluk durumlarının PostgreSQL veritabanına kaydedilmesi.

🚀 A Python CLI for training, evaluating, and running YOLOv8 models for object detection & pose estimation on images, videos, and webcams.

extracting, analyzing, and filtering frames from video files or YouTube links