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Deploying YOLOv7 on Triton Inference Server: A Comprehensive Guide

by Zainul Abideen | Jul 7, 2025

Introduction to YOLOv7 and Triton Inference Server YOLOv7 is a state-of-the-art object detection model that excels in real-time applications. When combined with the Triton Inference Server, it offers a robust solution for deploying machine learning models with high...

Harnessing the Power of Ultralytics: A Comprehensive Guide to YOLO and Machine Learning Tools

by Zainul Abideen | Jul 7, 2025

Introduction to Ultralytics Welcome to the Ultralytics project, a cutting-edge resource for developers and researchers in the field of machine learning. This repository hosts the Ultralytics YOLO models, which are designed to facilitate advanced object detection...

Build and Deploy YOLOX for Object Detection with MegEngine: A Comprehensive Guide

by Zainul Abideen | Jul 7, 2025

Introduction to YOLOX YOLOX is an advanced object detection framework built on the MegEngine platform. This project aims to provide a robust and efficient solution for real-time object detection tasks, leveraging the power of deep learning and optimized computational...

Transforming Scene Text Recognition with MMOCR: A Comprehensive Guide to the Open-Source OCR Framework

by Zainul Abideen | Jul 7, 2025

Introduction to MMOCR MMOCR is an open-source framework designed for Optical Character Recognition (OCR) tasks, particularly focusing on scene text detection and recognition. Built on the principles of Vision-Language Pre-training (VLP), MMOCR leverages advanced...

Transforming Semantic Segmentation with SETR: A Deep Dive into the mmsegmentation Project

by Zainul Abideen | Jul 7, 2025

Introduction to mmsegmentation The mmsegmentation project is a powerful open-source framework designed for semantic segmentation tasks. It introduces the SEgmentation TRansformer (SETR), which rethinks traditional segmentation methods by employing a...
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