Win10-TensorRT-Yolov5-v5.0 Demo run notes
There are too many VS environment pits. I can't remember many errors. I summarize several important points:
reference material:
Deploy yolov5.0 using tensorRT 0—windows_Ring__Rain blog - CSDN blog_ tensorrt yolov5
win10 uses TensorRT to deploy yolov5-v4 0(C++)_ SongpingWang blog - CSDN blog
Three tensorRT acceleration methods of Yolov ...
Posted by Vizionz on Sun, 24 Apr 2022 20:30:24 +0300
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
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f
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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