/tiger_challenge

Primary LanguagePythonApache License 2.0Apache-2.0

TIGER Algorithm

Algorithm for the TIGER challenge

Our algorithm ranked 1st in Survival (Final) Evaluation.

leaderboard_screenshot

Tested Environment

Ubuntu 20.04

Overview

Overall pipeline

pipeline

Method description

Detailed description of our method is found here.

Summary of the modules

Used docker related codes and algorithm template from the official example.

algorithm/

entry point of the algorithm (modified official example code)

configuration/

contains codes for configuration

detection/

contains codes for detection model

pipeline/

contains codes for TILs inference pipeline

pretrained weights/

contains pretrained weights for detection and segmentation models

segmentation/

contains codes for segmentation model

tils/

contains codes to process for TILs inference

./

contains codes for docker