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@Created on: 20210413 @Modified on: 20210413 1. Background At keras In the Sequential sequential model API of layers, the Sequential model is a linear stack of multiple network layers. You can pass the list of layers to the Sequential constructor. The methods and properties include: model.layers is a flattened list that contains the netw ...

1. Introduction of attention mechanism In the seq2seq model in the previous section, in order to enable the decoder and the linear classification layer to directly obtain more information during decoding, we provide the original context vector to each decoder and the original context vector and word embedding to each linear layer, as shown bel ...

The last article talked about how to use Ubuntu 18 04 install nvidia graphics card driver, then install cuda and cudnn together in the environment where the graphics card driver is installed. The workload is also a lot. I unloaded it several times. The complete collection of deep learning environment and pit avoidance is coming!!!! pref ...

Creating a bitcoin trading robot will not lose money In this article, we will create a deep reinforcement learning agent to learn to make money through bitcoin trading. In this tutorial, we will use the PPO agent in OpenAIgym and the stable baselines Library (a branch of OpenAI's baselines Library). The purpose of this series of articles is to ...

If you don't say much, see the effect first Below is the effect of not wearing a mask (cover it with an idol first) Here is the effect of wearing a mask Let's describe this effect again. In fact, it's not a picture, but read by the camera in real time. First of all, thank AIZOOTech's open source project - FaceMaskDetection. At the same time, ...

There are a lot of configurations for Ubuntu deep learning environment I changed from other majors to deep learning. Due to the lack of system knowledge of many computers at the beginning of contact, various problems often appear in the environment configuration. There are often many solutions to the same problem on the Internet, some of which ...

Introduction to torchvision There are four functional modules in torchvision: model, datasets, transforms and utils. Using datasets, you can download some classic datasets. Here we will focus on how to use the ImageFolder of datasets to process custom datasets, and how to use transforms to preprocess and enhance source data. transforms transfo ...

Article catalogue Installation of docker (gpu) Installing the graphics card driver on Linux Install docker Install NVIDIA Container Toolkit Write dockerfile Docker image and container startup, packaging and export Some problems encountered: no module name 'pcdet' libGL.so.1 Take OpenPCdet as an example reference resources: [Docke ...

Reprinted from AI Studio Project link https://aistudio.baidu.com/aistudio/projectdetail/3352265 Competition background Competition link: http://data.sd.gov.cn/cmpt/cmptDetail.html?id=67 Urban grid management is to divide the urban management area into unit grids according to certain standards. By strengthening the inspection of the cell gri ...

Reprinted from AI Studio Project link https://aistudio.baidu.com/aistudio/projectdetail/3539295 1. Project background Considering that I study the interdisciplinary of artificial intelligence and oil and gas, I want to try whether I can start with basic rock recognition and do a small task of rock recognition. The idea of this task comes fro ...