AAAI-2025: Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection

[Paper]

Quickstart

• Inference:

python detect.py --weights best_epoch.pt --source inference_image_dir --name dir_name --project project_name --conf 0.10 

• Train

python train.py --weights train_model.pt

Data

• Please contact [email protected] for data acquisition.

Citation

@inproceedings{liu2025towards,
  title={Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection},
  author={Liu, Dingning and Li, Jinzhe and Su, Haoyang and Cui, Bei and Wang, Zhihui and Yuan, Qingbo and Ouyang, Wanli and Dong, Nanqing},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={39},
  number={27},
  pages={28204--28212},
  year={2025}
}