vuno/tiger_challenge

TIGER Algorithm

Challenge Achievement

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

Leaderboard Screenshot

Pretrained Model Weights

• Download pretrained model weights from https://doi.org/10.5281/zenodo.8112147 (Licensed under CC BY-NC 4.0).
• Place the downloaded folder (pretrained_weights/) into root path (./).

Overall pipeline

Method description

Detailed description of our method is found here.

Environment

• Ubuntu 20.04

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