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Tag: image segmentation

Live Object Detection and Image Segmentation with YOLOv8

Introduction In computer vision, different techniques for live object detection exist, including Faster R-CNN, SSD, and YOLO. Each technique has its limitations and advantages. While...

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Solving Computer Vision Problems with Satya Mallick

In this episode of Leading with Data, we have Satya Mallick, CEO of OpenCV.org and founder of Big Vision LLC, with us. Satya shares...

15 Guided Projects to Sharpen Your Data Science Skills

Introduction In data science, where innovation meets opportunity, the demand for skilled professionals continues to skyrocket. Data science is not merely a career; it’s a...

Exploring Pointwise Convolution in CNNs: Replacing Fully Connected Layers

Introduction Convolutional Neural Networks (CNNs) have been key players in understanding images and patterns, transforming the landscape of deep learning. The journey began with Yan...

Dialogue-guided visual language processing with Amazon SageMaker JumpStart | Amazon Web Services

Visual language processing (VLP) is at the forefront of generative AI, driving advancements in multimodal learning that encompasses language intelligence, vision understanding, and processing....

10 Types of Clustering Algorithms in Machine Learning

Introduction Have you ever wondered how vast volumes of data can be untangled, revealing hidden patterns and insights? The answer lies in clustering, a powerful...

Integrating Generative AI and Reinforcement Learning for Self-Improvement

Introduction In the ever-evolving landscape of artificial intelligence, two key players have come together to break new ground: Generative AI and Reinforcement Learning. These cutting-edge technologies,...

Build a crop segmentation machine learning model with Planet data and Amazon SageMaker geospatial capabilities | Amazon Web Services

This guest post is co-written by Lydia Lihui Zhang, Business Development Specialist, and Mansi Shah, Software Engineer/Data Scientist, at Planet Labs. The analysis that...

A Comprehensive Guide to UNET Architecture | Mastering Image Segmentation

Introduction In the exciting subject of computer vision, where images contain many secrets and information, distinguishing and highlighting items is crucial. Image segmentation, the process...

Top 50 AI Interview Questions with Answers

Introduction Are you preparing for an AI interview and looking for a comprehensive list of the top 50 AI interview questions? Look no further! This...

Segment Anything Model: Foundation Model for Image Segmentation – KDnuggets

Segmentation, the process of identifying image pixels that belong to objects, is at the core of computer vision. This process is used in applications...

Photoshop AI generative fill: Check out Adobe’s latest AI feature

Do you enjoy the improvements brought about by advances in AI but despise the need to learn and adapt to new tools? Adobe got...

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