[ { "id": "agml", "title": "AgML Arabica / JMuBEN", "url": "https://huggingface.co/datasets/Project-AgML/arabica_coffee_leaf_disease_classification", "authors": "Jepkoech et al.; AgML mirror", "license": "CC BY 4.0", "revision": "d7fc77a53d876ab33af0d1dd6f3107999a00b7d6", "version": null, "published_description": "58,549 published rows; 3,756 byte-unique representatives in preparation", "prepared_role": "Healthy, rust, Cercospora, miner and Phoma", "models": { "b0": { "train": 1278, "val": 1021, "test": 1457, "external": 0 }, "b1": { "train": 1278, "val": 1021, "test": 1457, "external": 0 }, "b2": { "train": 1278, "val": 1021, "test": 1457, "external": 0 }, "b3": { "train": 1278, "val": 1021, "test": 1457, "external": 0 } } }, { "id": "bracol_leaf", "title": "BRACOL whole leaves", "url": "https://data.mendeley.com/datasets/yy2k5y8mxg/1", "authors": "Krohling, Esgario and Ventura", "license": "CC BY 4.0 data; MIT code", "revision": "a6c38b693094c2c4da4b82029fc8be7058506a16", "version": null, "published_description": "1,747 original leaf photographs in the published release", "prepared_role": "Whole-leaf labels; mixed/inconclusive examples excluded", "models": { "b0": { "train": 964, "val": 207, "test": 199, "external": 0 }, "b1": { "train": 964, "val": 207, "test": 199, "external": 0 }, "b2": { "train": 964, "val": 207, "test": 199, "external": 0 }, "b3": { "train": 964, "val": 207, "test": 199, "external": 0 } } }, { "id": "bracol_symptom", "title": "BRACOL symptom crops", "url": "https://data.mendeley.com/datasets/yy2k5y8mxg/1", "authors": "Krohling, Esgario and Ventura", "license": "CC BY 4.0 data; MIT code", "revision": "a6c38b693094c2c4da4b82029fc8be7058506a16", "version": null, "published_description": "2,147 published symptom crops; 2,129 selected numeric author-mirror crops recorded", "prepared_role": "Close-up symptom crops linked to their parent leaf", "models": { "b0": { "train": 1462, "val": 324, "test": 343, "external": 0 }, "b1": { "train": 1462, "val": 324, "test": 343, "external": 0 }, "b2": { "train": 1462, "val": 324, "test": 343, "external": 0 }, "b3": { "train": 1462, "val": 324, "test": 343, "external": 0 } } }, { "id": "rocole", "title": "RoCoLe", "url": "https://data.mendeley.com/datasets/c5yvn32dzg/2", "authors": "Parraga-Alava, Cusme, Loor and Santander", "license": "CC BY 4.0", "revision": "c33f4617504d1b2ed75b7037dc4860ddc6e4b1f8", "version": null, "published_description": "1,560 original robusta leaf images", "prepared_role": "Healthy, rust and red spider mite symptoms", "models": { "b0": { "train": 1072, "val": 228, "test": 260, "external": 0 }, "b1": { "train": 1072, "val": 228, "test": 260, "external": 0 }, "b2": { "train": 1072, "val": 228, "test": 260, "external": 0 }, "b3": { "train": 1072, "val": 228, "test": 260, "external": 0 } } }, { "id": "coffeeleaf_own_field", "title": "CoffeeLeaf-CO field collection", "url": "https://zenodo.org/records/22756170", "authors": "Rosas Ruiz, Salom Medina and Barrero Perez", "license": "CC BY 4.0", "revision": null, "version": "v2", "published_description": "1,705 Colombian field photographs; multiple annotated crops per photograph", "prepared_role": "Rust and weevil-damage annotation crops", "models": { "b0": { "train": 5448, "val": 1380, "test": 1318, "external": 83 }, "b1": { "train": 5448, "val": 1380, "test": 1318, "external": 83 }, "b2": { "train": 5448, "val": 1380, "test": 1318, "external": 83 }, "b3": { "train": 5448, "val": 1380, "test": 1318, "external": 83 } } }, { "id": "coffeeleaf_rust_and_leaf_miner", "title": "Silva subset through CoffeeLeaf-CO", "url": "https://data.mendeley.com/datasets/vfxf4trtcg/5", "authors": "Silva, Carneiro and Faulin; reannotations through CoffeeLeaf-CO", "license": "CC BY 4.0", "revision": null, "version": "5", "published_description": "610 redistributed source images in CoffeeLeaf-CO; this is not a second independent download", "prepared_role": "Rust and leaf-miner annotation crops", "models": { "b0": { "train": 2861, "val": 628, "test": 866, "external": 11 }, "b1": { "train": 2861, "val": 628, "test": 866, "external": 11 }, "b2": { "train": 2861, "val": 628, "test": 866, "external": 11 }, "b3": { "train": 2861, "val": 628, "test": 866, "external": 11 } } }, { "id": "beans", "title": "Makerere Beans", "url": "https://huggingface.co/datasets/AI-Lab-Makerere/beans", "authors": "AI Lab Makerere", "license": "MIT per datasetcard", "revision": "27aa014ce09b193e1a6f58112d4a66e0eddb69c5", "version": null, "published_description": "1,295 images with the official 1,034 / 133 / 128 split", "prepared_role": "All labels mapped to unsupported / non-coffee", "models": { "b0": { "train": 1034, "val": 133, "test": 128, "external": 0 }, "b1": { "train": 1034, "val": 133, "test": 128, "external": 0 }, "b2": { "train": 1034, "val": 133, "test": 128, "external": 0 }, "b3": { "train": 1034, "val": 133, "test": 128, "external": 0 } } }, { "id": "peru", "title": "Saposoa, Peru", "url": "https://data.mendeley.com/datasets/mfpxg4y65r/2", "authors": "John Clark Santa Maria Pinedo", "license": "CC BY 4.0", "revision": null, "version": null, "published_description": "1,500 published; 1,499 downloaded; 1,498 usable after one corrupt file was excluded", "prepared_role": "Healthy and rust; Mycena mapped to unsupported", "models": { "b0": { "train": 0, "val": 0, "test": 0, "external": 0 }, "b1": { "train": 1105, "val": 168, "test": 225, "external": 0 }, "b2": { "train": 1105, "val": 168, "test": 225, "external": 0 }, "b3": { "train": 1105, "val": 168, "test": 225, "external": 0 } } }, { "id": "bracol_expert", "title": "Expert-reviewed BRACOL crops", "url": "https://www.kaggle.com/datasets/jonatanfragoso/bracol-for-yolov8-detection", "authors": "Jonatan Fragoso dataset release; original BRACOL authors", "license": "CC BY 4.0", "revision": null, "version": null, "published_description": "1,744 photographs in the reviewed release; 7,364 eligible crops; existing BRACOL photographs, not new independent plants", "prepared_role": "Cercospora, rust, miner and Phoma; inherited original parent splits", "models": { "b0": { "train": 0, "val": 0, "test": 0, "external": 0 }, "b1": { "train": 5087, "val": 1205, "test": 1072, "external": 0 }, "b2": { "train": 5087, "val": 1205, "test": 1072, "external": 0 }, "b3": { "train": 5087, "val": 1205, "test": 1072, "external": 0 } } } ]