PyTorch implementation: classic network ResNet
Classical network ResNet
1 Brief description
Networks such as GoogleNet and VGG have demonstrated that deeper networks can abstract more expressive features and thus achieve stronger classification capabilities. In a deep network, with the increase of the network depth, the resolution of the feature map output by each layer is mainly reduced ...
Posted by RDx321 on Wed, 04 May 2022 17:58:02 +0300
Pre machine learning: master common NumPy usage in 30 minutes
NumPy supports a large number of dimensional array and matrix operations. It is a Python library for array operations.
This article is included in Pre machine learning series.
1, Python Basics
Let's first consolidate the basics of Python. Python has six standard data types: Number, String, List, Tuple, Set, and Dictionary. Of which: Immutabl ...
Posted by lanbor on Tue, 03 May 2022 23:33:06 +0300
[Machine Learning] kaggle Competition Killer - Model Fusion
More code:
Gitee homepage: https://gitee.com/GZHzzz
Blog homepage:
CSDN: https://blog.csdn.net/gzhzzaa
0 is written in front
This article does not involve the depth of each algorithm principle level, the purpose is to help understand these model fusion methods from a macro perspective
1 Voting
Starting from the simplest Voting, this ...
Posted by MHz on Tue, 03 May 2022 16:52:32 +0300
[python machine learning basic tutorial]
Supervised learning
Supervised Learning Algorithms
Naive Bayes Classifier
Naive Bayes classifiers learn parameters by looking at each feature individually and collect simple class statistics from each feature. Three Naive Bayes classifiers are implemented in scikit-learn: GaussianNB, BernoulliNB, and MultinomialNB. GaussianNB can be applied ...
Posted by atrum on Sun, 01 May 2022 21:50:33 +0300
Machine learning Pandas Library
catalogue
💥 Personal profile 💖 About the author: ⭐ ️heart_6662, still studying (volume), welcome to exchange and correct~ 😜 📝 Personal homepage heart blog🔥 📧 If there are mistakes in the knowledge points of the article, please correct the message 📝! Learn and make progress with you 📣 Series column: Machine Learning 🍁 💬 Maxim: the curtain of ...
Posted by Onle on Sun, 01 May 2022 19:28:33 +0300
Super detailed explanation of CTC theory and actual combat
CTC introduction
For speech recognition, the input of training data is a piece of audio and the output is its transcribed text, but we don't know how to align letters and speech. This makes training speech recognition more complex than it seems.
It is very difficult and error prone for people to mark this alignment, because the boundaries ...
Posted by Poofman on Sat, 30 Apr 2022 05:37:58 +0300
Chapter 5 + Deformation
Chapter 5 Deformation
import numpy as np
import pandas as pd
First, the deformation of the length and width table
What is a long watch? What is a wide table? This concept is for a certain feature. For example: if a table stores gender in a certain column, then it is a long table about gender; if gender is used as a column name, and the ele ...
Posted by luked23 on Fri, 29 Apr 2022 19:07:00 +0300
Real-time face recognition and object recognition based on nodejs on Raspberry Pi 4B using tfjs-node
start
I had this idea a few years ago. I wanted to be an assistant that can recognize faces and objects, and can recognize commands through simple dialogues. Similar to the offline enhanced version of Xiao Ai, I can monitor my cabin by the way.
However, I was too busy at the end of the year and didn’t have the time and energy to toss. I ...
Posted by ludjer on Fri, 29 Apr 2022 15:52:37 +0300
openvino Series 6 Monocular depth estimation, input as picture
openvino Series 6 Monocular depth estimation, input as picture
This case demonstrates how to use MidasNet for monocular depth estimation and input pictures in OpenVINO. Model information can be found in here Found.
Environment Description:
Operating environment of this case: Win10IDE: VSCodeopenvino version: 2022.1Code link，3-monodepth-im ...
Posted by shiva on Fri, 29 Apr 2022 15:20:25 +0300
Shell crawling
I've been learning to write crawlers in python for several days. Let's write a small crawler to verify the learning results. This article is suitable for Xiaobai to eat. You guys want to have fun~
Tip: This article is for learning and communication only, do not use it for illegal purposes!!!
The text and pictures of this article come f ...
Posted by dickey on Fri, 29 Apr 2022 04:01:20 +0300