edge AI

Edge AI for Secure AI Applications

Artificial Intelligence

Edge AI is the future of artificial intelligence. This blog post will explore what Edge AI is and why it could be such an important part of our lives moving forward. What is Edge AI? Edge AI is a new trend in machine learning and artificial intelligence that processes data generated by a hardware device …

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Geospatial AI GeoAI

Geospatial AI: A Data-Centric Approach for Growth & Development

Artificial Intelligence , Computer Vision , Deep Learning

GeospatialAI or GeoAI is an evolving field aiming to help organize, process, and analyze spatial big data with spatial science and AI methods like machine learning, deep learning, data mining, and high-performance computing. The increased availability of geospatial data, advancements in AI, and the availability of massive computing power have resulted in the mounting relevance …

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data labeling best practices

6 Best Practices of Data Labeling for Object Detection Models

Artificial Intelligence , Computer Vision

Data labeling is a process that involves adding target attributes to data and labeling them to train the machine and deep learning models. Data labeling is crucial in object detection to perform various computer vision tasks such as object segmentation, object counting, and object tracking. The potential benefits of AI-enabled technology for automating the decision-making …

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machine learning OCR

Machine Learning for OCR: Creating a Modern OCR Pipeline

Artificial Intelligence , Machine Learning , Optical Character Recognition

Optical character recognition technology has a far way from recognizing just the text on computerized documents. The applications of OCR are transforming the future of data collection and processing. Whether it’s auto-extracting information from a scanned receipt or translating a foreign language using your phone’s camera, OCR technology has numerous applications that are continuously in …

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image annotation

Image Annotation: Guide to Create Training Data for Computer Vision

Artificial Intelligence , Computer Vision , Machine Learning

Image annotation is one of the vital applications of computer vision, which allows the machines a high-level ability to deconstruct digital images or videos and interpret the visual information just like humans. Most of the remarkable applications of AI like self-driving cars, medical imaging, self-flying drones, etc., are only possible through image annotation. While image …

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