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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...

Revolutionizing Rotated Object Detection with Gaussian Wasserstein Distance in MMRotate

by Zainul Abideen | Jul 7, 2025

Introduction to MMRotate In the realm of computer vision, detecting rotated objects presents unique challenges. Traditional methods often struggle with boundary discontinuities and inconsistencies in detection metrics. MMRotate addresses these issues head-on by...

Implementing Self-Supervised Learning with DINO: A Comprehensive Guide for Developers

by Zainul Abideen | Jul 7, 2025

Introduction to DINO DINO (Self-Distillation with No Labels) is a cutting-edge project developed by Facebook Research that focuses on self-supervised learning using vision transformers. This blog post will guide you through the key features, installation, and usage of...
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