Reinforcement learning case of deep learning
AI = deep learning + reinforcement learning - David Silver reinforcement learning is another research branch in the field of machine learning besides supervised learning and unsupervised learning. It mainly uses agents to interact with the environment, so as to learn strategies that can achievUTF-8...
Posted by simonoc on Fri, 15 Oct 2021 01:02:24 +0530
MMDetection learning notes
Training on custom datasets The basic steps are as follows: 1. Preparing custom datasets 2. Prepare profile 3. Training, testing and reasoning on custom data sets. Preparing custom datasets MMDetection supports the application of new data sets in three forms: 1. Reorganize the dataset into COCOUTF-8...
Posted by noobcody on Fri, 15 Oct 2021 11:54:57 +0530
Pytoch's realization of linear regression -- a study note of pytoch
Implementation of linear regression by Pytorch The content recorded in this article is the notes made by watching the relevant pytorch teaching video of Liu er at station B Video link: Pytoch deep learning practice 1, Python knowledge points 1. Class inheritance Class inheritance requires the fUTF-8...
Posted by Huuggee on Sat, 16 Oct 2021 00:36:44 +0530
SegFormer sharing of semantic segmentation
This year can be said to be a year when the segmentation algorithm broke out. First, Vit brushed the accuracy of ADE20K mIOU to 50% for the first time by introducing transform, which exceeded the previous HRnet+OCR effect. Then, Swin Tu Bang's major visual tasks achieved SOTA in classification,UTF-8...
Posted by whitelion on Sat, 16 Oct 2021 02:49:23 +0530
NLP Sky Intelligent Dialogue Robot Series for Natural Language Processing: A deeper understanding of Transformer Natural Language Processing Matching datasets and tokenizers
NLP Sky Intelligent Dialogue Robot Series for Natural Language Processing: A deeper understanding of Transformer Natural Language Processing Matching datasets and tokenizers Best practices Raffel et al. (2019)Defining the standard text-2-text T5 transformer model, they begin to break the myth oUTF-8...
Posted by hakhaimo on Sun, 17 Oct 2021 22:47:49 +0530
Seq2seq advanced, bidirectional GRU
Generally, the vector obtained in the encoder contains all the context information, which is highly compressed information. How to avoid this compression? This is the original seq2seq. Of course, some small improvements will not be introduced here. Mainly using attention The length of the atteUTF-8...
Posted by NixNod on Mon, 18 Oct 2021 22:44:55 +0530
Three minutes: experience the JAVA version of target detection at top speed (YOLO4)
Welcome to my GitHub Here we classify and summarize all the original works of Xinchen (including supporting source code): https://github.com/zq2599/blog_demos Overview of this article Can I detect objects in photos in Java? Yes, today we use the least time and the simplest operation to experienUTF-8...
Posted by Fractal on Tue, 19 Oct 2021 06:26:06 +0530
[Special Topic on semantic segmentation] work related to semantic segmentation -- Introduction to FCN network
Fully Convolutional Networks for Semantic Segmentation The current classification network (AlexNet, VGGNet and GoogleNet) is modified into a full convolution network, and their learning representations are transferred to the network by fine tuning the segmentation task. Then, a new architectureUTF-8...
Posted by yapyapayap on Tue, 19 Oct 2021 09:06:26 +0530
Implementation of LSTM for multivariate time series prediction
This paper uses keras library to realize the prediction of multivariate time series based on LSTM. The so-called multivariate time series prediction refers to predicting the value of multiple variables at the next time according to the relationship between them. In this paper, only the LSTM moUTF-8...
Posted by dt_gry on Wed, 20 Oct 2021 01:03:11 +0530
Love, love! It's so easy to make bullet pictures in Python!
As we all know, Python is widely used. Today we'll learn how to make exquisite bullet diagrams through the matplotlib library 1 what is a bullet diagram A conventional definition of a bullet diagram Bullet charts encode the data using length / height, position, and color to show the actual situUTF-8...
Posted by madkris on Wed, 20 Oct 2021 06:19:14 +0530