VOS: Learning What You Don’t Know by Virtual Outlier Synthesis

This is the source code accompanying the paper VOS: Learning What You Don’t Know by Virtual Outlier Synthesis by Xuefeng Du, Zhaoning Wang, Mu Cai, and Yixuan Li The codebase is heavily based on ProbDet and Detectron2. Dataset Preparation PASCAL VOC Download the processed VOC 2007 and 2012 dataset from here. The VOC dataset folder should have the following structure: └── VOC_DATASET_ROOT | ├── JPEGImages ├── voc0712_train_all.json └── val_coco_format.json COCO Download COCO2017 dataset from the official website. Download the OOD […]

Attention-guided gan for synthesizing IR images

Attention-guided gan for synthesizing IR images This repository contains the Tensorflow code for “Pedestrian Gender Recognition by Style Transfer of Visible-Light Image to Infrared-Light Image Based on an Attention-Guided Generative Adversarial Network“. This code is based on the TensorFlow implementation of AGGAN provide by AlamiMejjati. I am working on updating to Tensorflow 2.0, and when it is updated, I will add a link to the new repository. Dataset ReGDB Database SYSU-MM01 Database Training revise .json file in configs folder make […]