Deploy YoloV5 for JETSON TX2 development board

Reference document I: nvidia pytorch compiled for JETSON Tx2Reference document 2: Jetson package downloadReference document 3: Use of Tx2 installation toolReference document 4: Jetson burning tool 1, Upgrade TX2 version to the latest version The version of the board I got is too low. There will be many problems in the process of working, so I ...

Added by Res on Fri, 04 Mar 2022 09:19:19 +0200

DETR:End-to-End Object Detection with Transformers

Features: self attention layers, end-to-end set predictions, bipartite matching loss The DETR model has two important parts: 1) A set prediction loss that ensures a unique match between the real value and the predicted value. 2) An architecture that can predict (one-time) target sets and model their relationships. 3) Due to the addition of self ...

Added by hbradshaw on Fri, 04 Mar 2022 00:37:15 +0200

Travel salesman problem--ant colony optimization algorithm solution (matlab implementation)

Today, let's share how matlab achieves an ant colony optimization algorithm to solve the traveler problem. Ant Colony Optimization (ACO) algorithm is described in detail in the last blog post. A little buddy who needs it can see it https://blog.csdn.net/HuangChen666/article/details/115827732 1. Initialize city information      1.1 Random city ...

Added by Vivid Lust on Thu, 03 Mar 2022 20:55:58 +0200

Explain the core implementation of swing transformer in detail, and the classical model can also be tuned quickly

In 2020, Vision Transformer based on self attention mechanism successfully applied the Transformer model used in NLP field to image classification in CV field, and obtained 88.55% accuracy on ImageNet data set.However, there are two problems to be solved in order to truly apply the Transformer model to the whole CV field. 1. The problem of comp ...

Added by rhathid on Thu, 03 Mar 2022 16:25:40 +0200

[N32G457] simple and convenient adjustable voltage source based on RT thread and N32G457

This article was originally released by RT thread user @ chengjili and is used to participate in the n32g457 RT thread design competition jointly launched by RT thread and national technology. The original text: https://club.rt-thread.org/as...This design is used to participate in the innovation "core" engine - national technology n32 ...

Added by crees on Thu, 03 Mar 2022 11:05:52 +0200

[several data set sampling methods]

Pytorch Sampler When training neural network, if the amount of data is too large to put the data into the network for training at one time, it is necessary to read the data in batches. This problem involves how to read data from the data set. PyTorch framework provides Sampler base class and multiple subclasses to realize data sampling in ...

Added by lth2h on Wed, 02 Mar 2022 15:14:19 +0200

Construction of swin transformer target detection environment under Windows 10 system

preface I just got it in the pit. I just got it again. Step 1 of CV: start from environment construction! 1. Environmental preparation (1) Install Visual Studio You need to use C + + to install the compilation library, so you need to install Microsoft Visual Studio. The most common version is 2019. The latest 2022 version should also b ...

Added by zoooj on Wed, 02 Mar 2022 10:52:58 +0200

The gospel of audio and video developers, rapid integration of AI dubbing capability

Audio and video content creators have an increasing demand for AI dubbing in editing applications. It has many advantages. It can not only solve the cost of employing human dubbing and the limitations of the creator's own accent and language, but also greatly improve the production efficiency. For example, the playback time of short video is as ...

Added by Blissey on Tue, 01 Mar 2022 05:16:06 +0200

[deep learning and effective alchemy] multi GPU tutorial, comparison between DP and DDP, ray multi-threaded parallel processing, etc. [analysis of low GPU utilization]

⬅️ preface The main reason is that the last time server12 was pulled full by one of its own train direct threads (yes... server8 was also pulled full by emm. I didn't find out at first that it was me) Live situation Later, Liu Suo told me that let me see if there are too many processes in the dataset. In this way, the utilization r ...

Added by intodesi on Mon, 28 Feb 2022 14:51:09 +0200

R language ARMA-GARCH-COPULA model and financial time series case

Original link: http://tecdat.cn/?p=3385Original source: Tuo end data tribal official accountRecently, I was asked to write a copulas survey on financial time series. Obtain the description of various models from the read data, including some graphics and statistical output.> oil = read.xlsx(temp,sheetName ="DATA",dec =",")Then we can draw ...

Added by T_Hayden on Mon, 28 Feb 2022 11:09:42 +0200