ultralytics-inference

object detection system for YOLO, with a GUI desktop app for real-time detection on images and videos.

Hand Sign Detection with Hindi annotations.

A high-level Python toolkit that simplifies inference for any model within the Ultralytics YOLO framework.

Computer Vision Video Analytics Detectors for Hard Hat and Hiviz (Python + Grok)

C++ OCR Plate Recognition system

A reusable, containerized microservice blueprint for deploying any high-performance machine learning model with dedicated, decoupled GPU or CPU compute workers for scalability and efficiency.