/Lightweight-SSD-Real-time-Lightweight-Single-Shot-Detector-for-Mobile-Devices

Primary LanguageJupyter Notebook

Lightweight SSD: Real-time Lightweight Single Shot Detector for Mobile Devices

The paper link is scitepress.org/Papers/2021/101880/pdf/index.html

This paper proposes a Lightweight SSD for object detection. The code is based on the tensorflow official github https://github.com/tensorflow/models/tree/master/research/object_detection.

We have changed or added the following files：

1.MBlitenet: samixconv_blocks.py , samixmobilenet_v2.py
2.CFPN: feature_map_generators.py
3.Biou：box_list, box_list_ops, losses
4.Mosaic
5.RGBMixGray: dataset_tools

NOTE: You can directly copy the these files, replace the original files in tensorflow official github.