DTU-PAS / phenobench_challenge

Our results for Challenge CVPPA@ICCV'23: Hierarchical Panoptic Segmentation of Crops and Weeds

Setup repository

Install the relevant pip packages

pip install -r requirements.txt

Inference

Please download the weights for each mask2former model.

1. Panoptic plant segmention
2. Small Plant Refinement
3. Leaf Instance Crop Segmentation

Please update the pathes in configs/inference_all.yaml (dataset_root, pathes for model checkpoints, output_folder)-

Run the following to generate the predictions.

python mask2former_at_phenobench/inference_all.py