Project-AgML/COLD_chili_leaf_disease_classification
COLD Chili Leaf Disease Classification A dataset for disease classification of chili leaves. The dataset contains raw and augmented versions.The raw dataset contains 532 images.Images per class: cercospora: 152 healthy: 69 mites_and_trips: 107 nutritional: 102 powdery mildew: 102 The augmented dataset contains 10,974 images.Images per class: cercospora: 2,217 healthy: 2,195 mites_and_trips: 2,504 nutritional: 2,029 powdery mildew: 2,029 This dataset is indexed on… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/COLD_chili_leaf_disease_classification.
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1---2configs:3- config_name: augmented4 data_files:5 - split: train6 path: augmented/train-*7- config_name: raw8 default: true9 data_files:10 - split: train11 path: raw/train-*12license: cc-by-4.013task_categories:14- image-classification15size_categories:16- 10K<n<100K17dataset_info:18- config_name: augmented19 features:20 - name: image21 dtype: image22 - name: label23 dtype:24 class_label:25 names:26 '0': cercospora27 '1': healthy28 '2': mites_and_trips29 '3': nutritional30 '4': powdery mildew31 splits:32 - name: train33 num_bytes: 9322260034 num_examples: 1097435 download_size: 9922285836 dataset_size: 9322260037- config_name: raw38 features:39 - name: image40 dtype: image41 - name: label42 dtype:43 class_label:44 names:45 '0': cercospora46 '1': healthy47 '2': mites_and_trips48 '3': nutritional49 '4': powdery mildew50 splits:51 - name: train52 num_bytes: 1347817453 num_examples: 53254 download_size: 1348487855 dataset_size: 1347817456---57 58# COLD Chili Leaf Disease Classification59 60A dataset for disease classification of chili leaves. The dataset contains raw and augmented versions. 61The raw dataset contains 532 images. 62Images per class:63- cercospora: 15264- healthy: 6965- mites_and_trips: 10766- nutritional: 10267- powdery mildew: 10268 69The augmented dataset contains 10,974 images. 70Images per class:71- cercospora: 2,21772- healthy: 2,19573- mites_and_trips: 2,50474- nutritional: 2,02975- powdery mildew: 2,02976 77 78This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.79 80## Citation81 82```bibtex83@article{aishwarya2024dataset,84 title={Dataset of chilli and onion plant leaf images for classification and detection},85 author={Aishwarya, MP and Reddy, A Padmanabha},86 journal={Data in Brief},87 volume={54},88 pages={110524},89 year={2024},90 publisher={Elsevier}91}92```93 94M P, Aishwarya; Reddy, Padmanabha (2024), “chilli dataset”, Mendeley Data, V2, doi: 10.17632/tf9dtfz9m6.2