这是我在做大学教授期间推荐给我学生的一本书,非常好,适合入门学习。《python深度学习》由Keras之父、现任Google人工智能研究员的弗朗索瓦•肖莱(François Chollet)执笔,详尽介绍了用Python和Keras进行深度学习的探索实践,包括计算机视觉、自然语言处理、产生式模型等应用。书中包含30多个代码示例,步骤讲解详细透彻。作者在github公布了代码,代码几乎囊括了本书所有知识点。在学习完本书后,读者将具备搭建自己的深度学习环境、建立图像识别模型、生成图像和文字等能力。但是有一个小小的遗憾:代码的解释和注释是全英文的,即使英文水平较好的朋友看起来也很吃力。本人认为,这本书和代码是初学者入门深度学习及Keras最好的工具。作者在github公布了代码,本人参照书本,对全部代码做了中文解释和注释,并下载了代码所需要的一些数据集(尤其是“猫狗大战”数据集),并对其中一些图像进行了本地化,代码全部测试通过。(请按照文件顺序运行,代码前后有部分关联)。以下代码包含了全书约80%左右的知识点,代码目录:2.1: A first look at a neural network( 初识神经网络)3.5: Classifying movie reviews(电影评论分类:二分类问题)3.6: Classifying newswires(新闻分类:多分类问题 )3.7: Predicting house prices(预测房价:回归问题)4.4: Underfitting and overfitting( 过拟合与欠拟合)5.1: Introduction to convnets(卷积神经网络简介)5.2: Using convnets with small datasets(在小型数据集上从头开始训练一个卷积网络)5.3: Using a pre-trained convnet(使用预训练的卷积神经网络)5.4: Visualizing what convnets learn(卷积神经网络的可视化)
上传时间: 2022-01-30
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因此,您想编写一个内核模块。您知道C,您已经编写了一些可以作为进程运行的常规程序,现在您想知道真正的动作在哪里,一个通配指针可以擦掉文件系统,核心转储意味着重新启动。内核模块到底是什么?模块是可以根据需要加载和卸载的代码段。它们扩展了内核的功能,而无需重新引导系统。例如。模块驱动程序的一种类型是设备驱动程序,它允许内核访问没有模块的系统硬件,我们将不得不构建单片内核并将新功能直接添加到内核映像中,除了具有更大的内核之外,这还具有缺点每次我们想要新功能时都要求我们重建并重新启动内核的过程So, you want to write a kernel module. You know C, you, ve written a few normal programs to run as processes, and now you want to get to where the real action is, to where a single wild pointer can wipe out your file system and a core dump means a reboot.what exactly is a kernel module? Modules are pieces of code that can be loaded and unloaded into th upon demand. They extend the functionality of the kernel without the need to reboot the system. For example.one type of module is the device driver, which allows the kernel to access hardware connected to the syste without modules, we would have to build monolithic kernels and add new functionality directly into the em ernel image, Besides having larger kernels
标签: linux
上传时间: 2022-03-30
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In this presentation, we will look at what the Serial Peripheral Interface, otherwise known as the SPI, is. and how it is used to communicate data to and from the PICmicro microcontroller.SPl is frequently used when few 1/O lines are available, but communication between two or more devices must be fast and easy to implement.In this presentation, we will discuss the following topics: We will first cover an Overview of SPI This section of the tutorial will introduce you to SPI and its concepts.Next, we will examine the use of SPI on the PICmicro MCU.The details of how SPI is implemented on a PICmicro device will be examined.Then, a Code Walkthrough will be given.The walkthough will explore code for both an SPI Master and SPI Slave. The example will have the Master generate data for sending to the slave.Finally, there will be a few resources given at the end of the presentation. These resources will allow you to explore in more detail the SPI interface
标签: spi协议
上传时间: 2022-06-20
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German universities and scientists have repeatedly set the intermational standard in drive technology. Identification and active compensation of natural frequencies in oscillatory mechanics, status controls with monitoring structures incorporating acceleration sensors, adaptive compensation of measurement system deficiencies, self-adjusting detent torque compensation… everything invented with only a single aim in mind: to continue improv-ing the motion control, dynamics, precision and processing speed of your machines. For the industrial applicabability of this technology scientific publications in proceedings and laboratory test rigs are not enough. These features consequenty need to be converted into cost-efficient and easily manageable products. That 's exactly what we have done.So in future, if you should need more than today ' smarket can offer you, now everything isgoing to be alright. With our new high-performance ServoOne drive series you will experi-ence
标签: servoone
上传时间: 2022-06-24
上传用户:kingwide
近来发现有些问题很多人都很感兴趣。所以在这里希望能尽自己能力跟大家讨论一些力所能及的算法。现在先讨论一下卡尔曼滤波器,如果时间和能力允许,我还希望能够写写其他的算法,例如遗传算法,傅立叶变换,数字滤波,神经网络,图像处理等等。因为这里不能写复杂的数学公式,所以也只能形象的描述。希望如果哪位是这方面的专家,欢迎讨论更正。卡尔曼滤波器-Kalman Filter什么是卡尔曼滤波器(what is the Kalman Filter?)在学习卡尔曼滤波器之前,首先看看为什么叫“卡尔曼”。跟其他著名的理论(例如傅立叶变换,泰勒级数等等)一样,卡尔曼也是一个人的名字,而跟他们不同的是,他是个现代人!
上传时间: 2022-07-05
上传用户:zhaiyawei
• VL53L1X OverView• VL53L1X Software Package• Default and FAST mode• Ultra light driver.• VL53L1X GUI• VL53L1X Multi sensor design• STM32 FW: Import, Compile, Run, Debug…• what is Xtalk?• Cover Window and ID design• How about Human and object reflectance at 940 nm ?
上传时间: 2022-07-17
上传用户:bluedrops
Simulation can provide a lot of information about what the system is doing. We canadd the effect of different element, like Encoder resolution, ADC sampling rate, etc and understand how does it affect the system. Another benefit is the possibility to slow down the process, to gain insight on what happens of fast systems or, vice versa, speed up slow process.Because National Instruments is a unique company in the fact the we provide a fullhardware solution couple with a full development platform, we can use this tools in very particular ways For example, it is possible to combine the LabVIEW Control Design and Simulation Module along with the FPGA module to quickly prototype a controller. One of the main benefits of this approach is that there is no need to compile the FPGA code, which allows for a quick algorithm design turnaround and debugging.
标签: pid控制
上传时间: 2022-07-20
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近来发现有些问题很多人都很感兴趣。所以在这里希望能尽自己能力跟大家讨论一些力所能及的算法。现在先讨论一下卡尔曼滤波器,如果时间和能力允许,我还希望能够写写其他的算法,例如遗传算法,傅立叶变换,数字滤波,神经网络,图像处理等等。 因为这里不能写复杂的数学公式,所以也只能形象的描述。希望如果哪位是这方面的专家,欢迎讨论更正。 卡尔曼滤波器 – Kalman Filter 1. 什么是卡尔曼滤波器 (what is the Kalman Filter?) 在学习卡尔曼滤波器之前,首先看看为什么叫“卡尔曼”。跟其他著名的理论(例如傅立叶变换,泰勒级数等等)一样,卡尔曼也是一个人的名字,而跟他们不同的是,他是个现代人! 卡尔曼全名Rudolf Emil Kalman,匈牙利数学家,1930年出生于匈牙利首都布达佩斯。1953,1954年于麻省理工学院分别获得电机工程学士及硕士学位。1957年于哥伦比亚大学获得博士学位。我们现在要学习的卡尔曼滤波器,正是源于他的博士论文和1960年发表的论文《A New Approach to Linear Filtering and Prediction Problems》(线性滤波与预测问题的新方法)。如果对这编论文有兴趣
上传时间: 2022-07-23
上传用户:qdxqdxqdxqdx