Project-AgML/java_plum_leaf_disease_classification
Java Plum Leaf Disease Classification A dataset for disease classification of Java Plum leaves. The dataset contains 2,400 images across 6 classes: Bacterial_Spot, Brown_Blight, Dry, Healthy, Powdery_Mildew, Sooty_Mold.Images per class: Bacterial_Spot: 400 Brown_Blight: 400 Dry: 400 Healthy: 400 Powdery_Mildew: 400 Sooty_Mold: 400 This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library. Citation… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/java_plum_leaf_disease_classification.
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1---2dataset_info:3 features:4 - name: image5 dtype: image6 - name: label7 dtype:8 class_label:9 names:10 '0': Bacterial_Spot11 '1': Brown_Blight12 '2': Dry13 '3': Healthy14 '4': Powdery_Mildew15 '5': Sooty_Mold16 splits:17 - name: train18 num_bytes: 11499793419 num_examples: 240020 download_size: 11427418521 dataset_size: 11499793422configs:23- config_name: default24 data_files:25 - split: train26 path: data/train-*27---28 29# Java Plum Leaf Disease Classification30 31A dataset for disease classification of Java Plum leaves. The dataset contains 2,400 images across 6 classes: Bacterial_Spot, Brown_Blight, Dry, Healthy, Powdery_Mildew, Sooty_Mold. 32Images per class:33- Bacterial_Spot: 40034- Brown_Blight: 40035- Dry: 40036- Healthy: 40037- Powdery_Mildew: 40038- Sooty_Mold: 40039 40This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.41 42## Citation43 44```bibtex45@article{bhowmik2024customised,46 title={A customised Vision Transformer for accurate detection and classification of Java Plum leaf disease},47 author={Bhowmik, Auvick Chandra and Ahad, Md Taimur and Emon, Yousuf Rayhan and Ahmed, Faruk and Song, Bo and Li, Yan},48 journal={Smart Agricultural Technology},49 volume={8},50 pages={100500},51 year={2024},52 publisher={Elsevier}53}54```55 56Bhowmik, Auvick Chandra; Ahad, Taimur (2024), “Java Plum Leaf Disease Dataset”, Mendeley Data, V3, doi: 10.17632/43d75vptz4.357 