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
