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Author: Vathslya Yedidi

Author: Vathslya Yedidi

Packag-Dimensional-Measurement-Using-CV_Website

Dimensional Measurement with Computer Vision for Smarter Packaging Design

Dimensional measurement is critical in industries like logistics, construction, and manufacturing, where precise dimensions ensure safety, quality, and reliability. Accurate measurements play a key role in designing packaging that provides stability and protects components during transport, reducing the risk of damage.  For heavy machinery, where durability meets complexity, packaging must fit exact specifications. Small inaccuracies […]

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Pipeline-Inspection-Using-Drone-Monitoring

Pipeline Inspection with Drones and Computer Vision in Oil and Gas

Pipelines are essential to the oil and gas industry, transporting resources across vast distances to meet global demand. In the U.S. alone, over 190,000 miles of liquid petroleum pipelines and 2.4 million miles of natural gas pipelines deliver energy safely and with fewer emissions than other transport methods. Maintaining pipeline integrity is crucial. According to research, even […]

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Oil Rig Safety with Computer Vision

Oil Rig Safety with Computer Vision for Real-Time Monitoring and Maintenance

Oil rig safety is a major concern in the oil and gas industry, where advanced engineering intersects with high-risk operations. These facilities are designed for hydrocarbon extraction and rely on skilled oil rig workers to operate specialized equipment, including drilling apparatus, pipeline networks, pumping systems, and advanced control mechanisms. The operational environment for working on […]

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Transforming Oil and Gas Asset Management with Drone Inspection Using Vision AI

Periodic inspection of oil and gas assets is critical for maintaining production efficiency, ensuring safety, and reducing environmental impact. As the industry turns towards digital transformation, advanced technologies such as Computer Vision are reshaping the future of asset management. Integration of innovations, such as drones equipped with Computer Vision, represents a significant leap forward, offering […]

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Driving Safety & Security in the Automotive Industry with Vision AI

Driving Safety and Security in the Automotive Industry with Vision AI

Workplace safety and security in the automotive industry are essential to the well-being of workers and assets in manufacturing plants. Improper measures can have dire consequences that affect not only the workforce but also the success and integrity of the plant. Although safety regulations are important, the specific measures required in an automotive plant can […]

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Active Learning in Computer Vision: Improving Model Performance via Strategic Data Selection

The confluence of Deep Learning and Computer Vision has given rise to a new generation of models that have not only surpassed human-level performance in various tasks such as object detection, image classification, and semantic segmentation but also opened up exciting possibilities for intelligent visual perception across diverse domains. Although these models have achieved success, […]

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Image Data Augmentation: A Key Technique for Computer Vision

In Computer Vision, the quality and diversity of training data have a significant impact on the performance of Deep Learning models. However, gathering huge, high-quality datasets can be difficult and time-consuming, particularly in specialized industries or under certain conditions. Image Data Augmentation provides a more effective method for enriching and widening existing datasets, increasing the […]

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Data Annotation

Data Annotation & Tools in Computer Vision: All You Need to Know

Introduction Data Annotations play an important role in the accuracy and learning capabilities of Computer Vision models. These annotations, which include object labels, segmentation masks, and key points, help the models understand visual information and make predictions from data i.e., from the content of images or videos. They are essential components in various models like […]

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Understanding Computer Vision: A Technical Overview

Introduction In today’s fast-paced digital age, visual information is abundant but often underused. Companies face challenges in conducting effective analytics and gaining insights from this data. This is where Computer Vision steps in as a game changer. Using advanced algorithms such as Machine Learning and Deep Learning, Computer Vision provides solutions to complex visual problems. […]

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