Image Classification
timm
LiteRT
Safetensors
coffee
plant-disease
agriculture
efficientnet
supervised-fine-tuning
Instructions to use ConnorLee08/coffee-leaf-efficientnet-b2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- timm
How to use ConnorLee08/coffee-leaf-efficientnet-b2 with timm:
import timm model = timm.create_model("hf-hub:ConnorLee08/coffee-leaf-efficientnet-b2", pretrained=True) - Notebooks
- Google Colab
- Kaggle
File size: 8,713 Bytes
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{
"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": {
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},
{
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"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,
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"prepared_role": "Whole-leaf labels; mixed/inconclusive examples excluded",
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},
{
"id": "bracol_symptom",
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"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,
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},
{
"id": "rocole",
"title": "RoCoLe",
"url": "https://data.mendeley.com/datasets/c5yvn32dzg/2",
"authors": "Parraga-Alava, Cusme, Loor and Santander",
"license": "CC BY 4.0",
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},
{
"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",
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},
{
"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",
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"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",
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}
},
{
"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,
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"prepared_role": "All labels mapped to unsupported / non-coffee",
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},
{
"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",
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},
{
"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",
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"version": null,
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]
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