Friday, April 11, 2025

Install requirements for YOLO - a series of real-time object detection systems based on convolutional neural networks

 What is Yolo?

You Only Look Once (YOLO) is a series of real-time object detection systems based on convolutional neural networks. First introduced by Joseph Redmon et al. in 2015, YOLO has undergone several iterations and improvements, becoming one of the most popular object detection frameworks.


The name "You Only Look Once" refers to the fact that the algorithm requires only one forward propagation pass through the neural network to make predictions, unlike previous region proposal-based techniques like R-CNN that require thousands for a single image.




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Before can do install requirements for Yolo we need to make a Python virtual environment then active it look like



Create a folder for virtual environment, we put the name is yolo_venv
 




Create python environment inside the folder, yolo_venv





Do active the our virtual python environment: 
yolo_venv 







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