237014845 / MobilenetV2-Retina-Pytorch

2 classes of lightweight object detection. train on VOC 、SAR

Lightweight Object Detection(One-Stage)

Introduction

The code is based on the mmdetection.

mmdetection is an open source object detection toolbox based on PyTorch. It is a part of the open-mmlab project developed by Multimedia Laboratory, CUHK.

Currently, it contains these features:

• Multiple Base Network: Mobilenet V2, ShuffleNet V2
• One-Stage Lightweight Detector: MobileV2-SSD, MobileV2-RetinaNet

Performance

VOC2007	SSD	RetinaNet
MobilenetV2		81.9%
ShufflenetV2

SAR(SSDD)	SSD	RetinaNet
MobilenetV2	90.4%	91.7%
ShufflenetV2

COCO2017	SSD	RetinaNet
MobilenetV2		31.7
ShufflenetV2

Demo

TODO