YOLO Object-Detection

Introduction

YOLO stands for “You Only Look Once”. It applies a single forward pass
neural network to the whole image and predicts the bounding boxes and their
class probabilities as well. This techniques makes YOLO a super-fast real-time
object detection algorithm.

Technology Stacks

• Python
• OpenCV
• Matplotlib
• Darknet model, Open source deep neural network
• PyTorch
• COCO Dataset

Implementation

In the image below I’ve used the YOLO algorithm to locate and classify
different objects, there’s a bounding box that locates each object and a
corresponding class label.