Project-AgML/rice_field_weed_classification

1---2dataset_info:3  features:4  - name: image5    dtype: image6  - name: label7    dtype:8      class_label:9        names:10          '0': Alternanthera philoxeroide11          '1': Centella asiatica12          '2': Commelina benghalensis13          '3': Cyperus ochraceus14          '4': Fimbristylis littoralis15          '5': Ipomoea aquatic16          '6': Marsilea minuta17          '7': Panicum repens18          '8': Paspalum scrobiculatum19          '9': Pteris vittata20          '10': Synedrella nodiflora21  splits:22  - name: train23    num_bytes: 24699768724    num_examples: 363225  download_size: 22772470426  dataset_size: 24699768727configs:28- config_name: default29  data_files:30  - split: train31    path: data/train-*32license: cc-by-4.033task_categories:34- image-classification35size_categories:36- 1K<n<10K37---38 39# Rice Field Weed Classification40 41A dataset for weed classification in rice fields. The dataset contains 3,632 images across 11 classes: 42Images per class:43- Alternanthera philoxeroide: 10644- Centella asiatica: 40445- Commelina benghalensis: 31646- Cyperus ochraceus: 19047- Fimbristylis littoralis: 16848- Ipomoea aquatic: 89749- Marsilea minuta: 34650- Panicum repens: 29451- Paspalum scrobiculatum: 34552- Pteris vittata: 22153- Synedrella nodiflora: 34554 55This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.56 57## Citation58 59```bibtex60@article{ali2024comprehensive,61  title={A comprehensive dataset of rice field weed detection from Bangladesh},62  author={Ali, Md Sawkat and Rashid, Mohammad Rifat Ahmmad and Hossain, Tasnim and Kabir, Md Ahsan and Kamrul, Md and Aumy, Sayam Hossain Bhuiyan and Mridha, Mehedi Hasan and Sajeeb, Imam Hossain and Islam, Mohammad Manzurul and Jabid, Taskeed},63  journal={Data in Brief},64  volume={57},65  pages={110981},66  year={2024},67  publisher={Elsevier}68}69```70 71Ali, Sawkat; Ahmmad Rashid, Mohammad Rifat ; Hossain Orpa, Tasnim; Kabir, Md Ahsan; Kamrul, Md; Bhuiyan Aumy , Sayam Hossain ; Mridha, Mehedi Hasan ; Sajeeb, Imam Hossain ; Manzurul Islam, Mohammad ; Jabid, Taskeed (2024), “A comprehensive dataset of rice field weed detection from Bangladesh”, Mendeley Data, V4, doi: 10.17632/mt72bmxz73.4