Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation
Introduction
This is the official implementation of the paper “Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation“.
Installation
This repo is built using mmdetection.
To install the dependencies, first clone the repository locally:
git clone https://github.com/anirudh-chakravarthy/objprop.git
Then, install PyTorch 1.1.0, torchvision 0.3.0, mmcv 0.2.12:
conda install pytorch==1.1.0 torchvision==0.3.0 -c pytorch
pip install mmcv==0.2.12
Then, install the CocoAPI for YouTube-VIS
conda install cython scipy
pip install git+https://github.com/youtubevos/cocoapi.git#"egg=pycocotools&subdirectory=PythonAPI"