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dl-with-tf's Introduction

Deep Learning with TensorFlow link

学习笔记

2018-12-27: 第4章 TensorFlow 编程基础

2018-12-18: 第3章 TensorFlow 基本开发步骤 (以逻辑回归拟合二维数据为例)

2018-12-16: 第2章 搭建开发环境

2018-12-13: 第1章 快速了解人工智能与TensorFlow

深度学习与神经网络

DL-CV

2019-05-08:全局平均池化(global average pooling,GAP)

Sigmoid函数

损失函数(loss function)或者代价函数(cost function)

  • 0-1损失函数
  • 平方损失函数
  • 交叉熵损失函数
  • Hinge损失函数
  • 指数损失函数

机器学习算法各个击破

参考

TensorFlow深度学习入门笔记

学习基于深度学习的图像理解

01-深度学习-概述-深度学习的发展历程

SIGAI人工智能讲堂

从经典深度学习模型探讨图像识别新方向

U-net医学影像分割实例

人工智能医疗应用系列

Python之深度学习分析医学图像实战基础I

清洗、特征选取、调优

概率

P(AB)=P(A)P(B|A)

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