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BSD-3-Clause

《深度学习与计算机视觉》配套代码

封面

原名《深度学习与计算机视觉:实例入门》,请注意:这本书定位是入门书

代码点这里。所有彩色图表电子版下载点这里,第五章和第六章的彩色图表参见在线版:第五章上第五章下第六章

因为某些我无法理解的原因,书中英文被出版社要求强行翻译,最后:1)部分英文不同程度的被翻译成了中文,2)导致英文文献占大部分的文献列表未能放到书中。引用文献列表点这里

内容错误请到这里提出。勘误表点这里

购买链接:京东亚马逊当当

代码快速指引

第五章:numpy、matplotlib可视化的例子
第六章:物体检测标注小工具和本地数据增强小工具
第七章:二维平面分类,分别基于Caffe和MXNet
第八章:MNIST分类,分别基于Caffe和MXNet
第九章:基于Caffe回归图像混乱程度,及卷积核可视化
第十章:从ImageNet预训练模型进行迁移学习美食分类模型,混淆矩阵,ROC曲线绘制及模型类别响应图可视化,基于Caffe
第十二章:用MNIST训练Siamese网络,t-SNE可视化,基于Caffe
书中未包含杂七杂八:包括制造对抗样本(Caffe)、二维GAN及训练过程可视化(PyTorch)、给色情图片自动打马赛克(Caffe)、模型融合(Caffe)、图像分割(PyTorch)

BSD 3-Clause License Copyright (c) 2017, frombeijingwithlove All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. * Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

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