TopNet-Object-Placement

An implementation of the paper "TopNet: Transformer-based Object Placement Network for Image Compositing", CVPR 2023.

Setup

Data Preparation

Download and extract data from Baidu Cloud(access code: 4zf9) or Google Drive. Put them in "data/data". It should contain the following directories and files:

<data/data>
  bg/                         # background images
  fg/                         # foreground images
  mask/                       # foreground masks
  train(test)_pair_new.json   # json annotations 
  train(test)_pair_new.csv    # csv files

Training

Test

Evalution on Discriminative Task

Evalution on Generation Task