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