february 23rd, 2019

A presentation to a group of students at hackillinois 2019 about approaches to object detection on mobile devices.

Slides

Papers:

CNN Backbones:

• vgg
• resnet

Object detection heads:

• ssd
• retinanet

Mobile-specific variants:

• mobilenets
• ssdlite

YOLO/Single-stage:

• yolo
• yolo-v2
• yolo-v3

R-CNN Variants:

• r-cnn
• fast-rcnn
• faster-rcnn

Interesting:

• feature pyramid networks
• cornernet