🌱Introduction

🕵️‍♀️ Popular Object Detection Techniques

📚 Common Terms

Term	Description
Classification	Specifying the label (class) of an object in input image
Classification and Localization	Specifying the label and coordinates of an object in input image
Object Detection	Specifying labels and coordinates of multiple objects in input image

📑 More Detailed

	Classification	Clf. and Localization	Detection
#of objects	1	1	multiple
Input	image	image	image
Output	label	label + coordinates	label(s) + coordinates

✨ Popular Detection CNNs

• R-CNN (Regional Based Convolutional Neural Networks)

• Fast R-CNN (Regional Based Convolutional Neural Networks)

• Faster R-CNN (Regional Based Convolutional Neural Networks)

• RFCN (Region Based Fully Connected Convolutional Neural Networks)

• YOLO (You Only Look Once)

  • YOLO V1

  • YOLO V2

  • YOLO V3

• SSD (Single Shot Detection)

🤸‍♀️ Object Detection Series