Mask R-CNN

Distributed TensorFlow Training with Amazon SageMaker

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Distributed TensorFlow Training with Amazon SageMaker

Machine Heart Reprint Source: AWS Official Blog Author: Ajay Vohra TensorFlow is an open-source machine learning (ML) library widely used for developing large deep neural networks (DNNs), which require distributed training and utilize multiple GPUs across various hosts.Amazon SageMaker is a managed service that simplifies the ML workflow starting from labeled data through active learning, … Read more

Introduction to Mask R-CNN Network

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Introduction to Mask R-CNN Network

Paper Title: Mask R-CNNPaper Download Link: https://arxiv.org/abs/1703.06870 Before reading this blog post, you need to understand Faster R-CNN, FPN, and FCN. Faster R-CNN Video Explanation: https://www.bilibili.com/video/BV1af4y1m7iL?p=3 FPN Video Explanation: https://www.bilibili.com/video/BV1dh411U7D9 FCN Video Explanation: https://www.bilibili.com/video/BV1J3411C7zd Table of Contents 0 Introduction 1 Mask R-CNN 2 RoI Align 2.1 RoIPool Experiment 2.2 RoIAlign Experiment 3 Mask Branch (FCN) … Read more