Create YOLO (v5) Dataset for Custom Object Detection using OpenCV, PyTorch and Python Tutorial

Learn how to create a custom dataset for object detection with YOLOv5 of clothing in images. Complete source code and Google Colab notebook included.

⭐️ Tutorial Contents ⭐️

(00:00) What are we doing?
(00:23) Dataset overview - clothing item detection
(01:26) Look at the YOLO v5 project on GitHub
(02:58) Google Colab notebook setup
(11:25) Look at a sample image from the dataset
(24:14) Convert the dataset to YOLO (darknet) format
(34:36) Understanding the file structure of our dataset

🔣 GitHub: https://github.com/curiousily/Getting-Things-Done-with-Pytorch

#opencv #pytorch #python #machine-learning #artificial-intelligence

How to Find Ulimit For user on Linux

How can I find the correct ulimit values for a user account or process on Linux systems?

For proper operation, we must ensure that the correct ulimit values set after installing various software. The Linux system provides means of restricting the number of resources that can be used. Limits set for each Linux user account. However, system limits are applied separately to each process that is running for that user too. For example, if certain thresholds are too low, the system might not be able to server web pages using Nginx/Apache or PHP/Python app. System resource limits viewed or set with the NA command. Let us see how to use the ulimit that provides control over the resources available to the shell and processes.

#[object object] #[object object] #[object object] #[object object] #[object object] #[object object] #[object object] #[object object] #[object object] #[object object]

German Donnelly

1591993440

MEAN Stack Tutorial MongoDB ExpressJS AngularJS NodeJS

We are going to build a full stack Todo App using the MEAN (MongoDB, ExpressJS, AngularJS and NodeJS). This is the last part of three-post series tutorial.

MEAN Stack tutorial series:

AngularJS tutorial for beginners (Part I)
Creating RESTful APIs with NodeJS and MongoDB Tutorial (Part II)
MEAN Stack Tutorial: MongoDB, ExpressJS, AngularJS and NodeJS (Part III) 👈 you are here
Before completing the app, let’s cover some background about the this stack. If you rather jump to the hands-on part click here to get started.

#[object object] #[object object] #[object object] #[object object] #[object object] #[object object] #[object object] #[object object]

Chando Dhar

1619799996

Deep Learning Project : Real Time Object Detection in Python & Opencv

Real Time Object Detection in Python And OpenCV

Github Link: https://github.com/Chando0185/Object_Detection

Blog Link: https://knowledgedoctor37.blogspot.com/#

I’m on Instagram as @knowledge_doctor.

Follow Me On Instagram :
https://www.instagram.com/invites/contact/?i=f9n3ongbu8ma&utm_content=jresydt

Like My Facebook Page:

https://www.facebook.com/Knowledge-Doctor-Programming-114082097010409/

#python project #object detection #python opencv #opencv object detection #object detection in python #python opencv for object detection

German Donnelly

1591989720

Creating RESTful APIs with NodeJS and MongoDB Tutorial

Welcome to this tutorial about RESTful API using Node.js (Express.js) and MongoDB (mongoose)! We are going to learn how to install and use each component individually and then proceed to create a RESTful API.

MEAN Stack tutorial series:

AngularJS tutorial for beginners (Part I)
Creating RESTful APIs with NodeJS and MongoDB Tutorial (Part II) 👈 you are here
MEAN Stack Tutorial: MongoDB, ExpressJS, AngularJS and NodeJS (Part III)

#[object object] #[object object] #[object object] #[object object] #[object object] #[object object] #[object object]

Santiago Homenick

1592595480

systemctl List All Failed Units/Services on Linux

Is there is a command to print list all failed units or services when using systemd on Linux? Can you tell me the systemctl command to list all failed services on Linux?

This quick tutorial explains how to find/list all failed systemd services/units on Linux operating systems using the systemctl command.