datasets/source-counts.json

[
  {
    "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,
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      },
      "b2": {
        "train": 1278,
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      },
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        "train": 1278,
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        "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,
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      },
      "b3": {
        "train": 5087,
        "val": 1205,
        "test": 1072,
        "external": 0
      }
    }
  }
]