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Machine Vision In Manufacturing (Including Applications & Benefits)
Machine Vision in Manufacturing is a widely used application to meet product quality, efficiency, cost efficiency, and many other requirements. Does it provide visionary marvels? Absolutely, yes, it provides visionary marvels to shape and transform the manufacturing landscape. In this guide, you will learn how Machine Vision works in manufacturing, its applications, benefits, and goals […]
OCR algorithms: CTC explained
Introduction Connectionist Temporal Classification(CTC) Explained and RCNN + CTC based OCR Experiment Optical Character Recognition (OCR) refers to handwritten or printed text in a wide range of backgrounds (e.g. documents, photo of document, and other background scenes) stored in a digital format. The research of OCR has been a classical issue in Computer Vision and […]
Hyperparameter Optimization for YOLOv8
Hyperparameter Optimization for YOLOv8 with Weights & Biases: An Adventure with object detection algorithms Introduction When working with object detection tasks, getting your model to perform optimally is crucial. This involves selecting the right hyperparameters. In this blog post, we’ll walk through my journey of hyperparameter optimization for the YOLOv8 object detection model using Weights & […]
Damage Detection in Manufacturing: Embracing AI and Visual Inspection
The manufacturing sector, characterized by its relentless pursuit of perfection, constantly seeks advanced techniques to maintain and improve product quality. The advent of AI and visual inspection in damage detection represents a monumental shift in the pursuit of these objectives. What is the damage detection method? Damage detection is a systematic process designed to identify […]
What is the difference between machine vision and computer vision?
In today’s technologically advanced era, the concepts of Machine Vision and Computer Vision often find themselves used interchangeably. While they share overlapping territories, they originate from different needs and address separate challenges. The distinctions, though nuanced, are significant for industry professionals, tech enthusiasts, and even consumers. So we compared for you machine vision vs computer […]
How is AI Transforming Machine Vision?
What is Machine Vision (MV)? Machine vision (MV) is an advancing technology that uses imaging for automatic inspection and analysis in applications like process control, robot guidance, and automatic inspection. It integrates a combination of software, hardware, and comprehensive systems designed to handle real-world challenges in industrial automation. Unlike computer vision, machine vision innovatively brings […]
