Introduction to YOLO v3 algorithm
Picture from https://towardsdatascience.com/yolo-v3-object-detection-with-keras-461d2cfccef6
Data preprocessing
Input picture dimension: (416, 416, 3)
Input picture label: $[(x_1, y_1, x_2, y_2, class{\_}index), (x_1, y_1, x_2, y_2,class{\_}index), \ldots, (x_1, y_1, x_2, y_2,class{\_}index)] $represents all the real boxes marked in the pictur ...
Posted by messels on Fri, 20 May 2022 15:36:03 +0300
Train and evaluate your MLP Mixer network using PyTorch
preface
Project address: https://github.com/Fafa-DL/Awesome-Backbones
Operation tutorial: https://www.bilibili.com/video/BV1SY411P7Nd
Original paper of MLP Mixer: Click me to jump
1. Data set production
1.1 production of label documents
Download project code to local This demonstration takes the flower data set as an example, and ...
Posted by rifts on Thu, 05 May 2022 15:43:18 +0300
Application and explanation of convolutional neural network CNN based on Pytorch
Application and explanation of convolutional neural network CNN based on Pytorch
1, Convolutional neural network CNN definition
Convolutional neural network (CNN, sometimes called ConvNet) is very attractive. In a short time, they have become a subversive technology, breaking all the most advanced algorithms in many fields, such as text, vide ...
Posted by dyip on Sat, 16 Apr 2022 16:54:55 +0300
What you need to know when learning Keras
What you need to know when learning Keras This paper is based on Chapter 7 of Deep Learning with Python. I hope I can remember these codes by heart. Don't type two lines at a time to check OTZ.
Create network structure
Guide Package
from keras import layers, Input
from keras.models import Sequential, Model
Creating a basic network using ...
Posted by fonecave on Thu, 31 Mar 2022 00:48:44 +0300