Strip pooling: retreating spatial pooling for scene parsing

Article address: https://arxiv.org/pdf/2003.13328v1.pdf Source address: https://github.com/Andrew-Qibin/SPNet Problem elicitation In some cases, the target object may have a long-distance banded structure or discrete distribution (as shown in the following figure). Using a square does not solve the problem well because it inevitably merges in ...

Posted by andriy on Tue, 19 Apr 2022 00:03:22 +0300

Read the evaluation code of pysot, and watch it better compared with the code!

Evaluation code of pysot 1. Official evaluation code 2. Code reading Content to load The path of prediction results obtained in the test -- tracker_pathDataset name used for evaluation -- datasetTracker name used for evaluation -- tracker_prefix When the track result storage path and the theoretical path are changed because t ...

Posted by Swedie on Mon, 18 Apr 2022 22:55:36 +0300

[Learn pytorch notes by hand] 35. Self-attention and location coding

Self-attention mechanism and location coding theory The problem with self-Attention is that query, key and value are all themselves. y i = f ( x ...

Posted by madmega on Mon, 18 Apr 2022 20:04:42 +0300

Understanding of learning rate

definition: Back propagating the output error to the network parameters to fit the output of the sample is essentially a process of optimization, and gradually tends to the optimal solution. However, how many errors are used in updating the parameters each time needs to be determined by a parameter, which is the learning rate, also known as th ...

Posted by flyersun on Mon, 18 Apr 2022 18:08:57 +0300

Literature reading notes -- Gan -- original paper of general advantageous networkgan - group explanation

Generative Adversarial Network By Ian goodflow Time: 2014 Paper address Arxiv: https://arxiv.org/abs/1406.2661 Basic idea of GAN Generate countermeasure network GAN mainly includes two parts: generator and discriminator. The generator is mainly used to learn the distribution of real images, so as to make the images generated by itself more ...

Posted by spicey on Sun, 17 Apr 2022 02:25:53 +0300

PyTorch learning --- 1 Data sorting

PyTorch installation To learn PyTorch, you need to install it first. The installation of PyTorch is relatively simple. If you won't, you can go directly to its official website, I'm the way to the official website , click and pull down to see the following picture: Most people will install the following version according to the type of machin ...

Posted by Ulujain on Sat, 16 Apr 2022 00:17:10 +0300

On single pass algorithm

On single pass algorithm Official account: ChallengeHub Single pass algorithm, also known as single channel method or single pass method, is a classical method of streaming data clustering. For the data streams arriving in turn, the method processes one data at a time according to the input order. According to the matching degree between the ...

Posted by river001 on Thu, 14 Apr 2022 16:28:04 +0300

Implementation of tensorrt API in softmax layer

I only recorded it after solving the problem. I'm in a better mood now, but before, yesterday, it was really unreasonable and I didn't have a temper at all. It is originally a softmax. It is very simple. It is to add and sum according to the index of formula e. there is an official api implementation, such as the example I'm looking for, // Ad ...

Posted by 10legit10quit on Mon, 11 Apr 2022 04:49:49 +0300

Baidu PaddlePaddle deep learning daily attendance card 7 day 2 Summary

Baidu PaddlePaddle deep learning daily attendance card 7 day 2 Summary Course link https://aistudio.baidu.com/aistudio/course/introduce/7073 Flying oar official website https://www.paddlepaddle.org.cn/ Course case collection https://aistudio.baidu.com/aistudio/projectdetail/1505799?channelType=0&channel=0 catalogue Course introductiona ...

Posted by ayzee01 on Mon, 11 Apr 2022 03:14:54 +0300

yolov5 train your own dataset

1, Statement This article is only used as a record of the learning process and personal notes. All the contents in the article are excerpts and reference links are attached (2 messages) yolov5 training its own data set (detailed full version)_ diyu Diyu's blog - CSDN blog_ Yolov5 train your own dataset The boss clearly introduced the trainin ...

Posted by mchaggis on Fri, 08 Apr 2022 14:39:25 +0300