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Merged
eranario merged 1 commit into from
Mar 12, 2026
Merged

manga leaf disease classification #78

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40 changes: 40 additions & 0 deletions agml/_assets/public_datasources.json
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Original file line number Diff line number Diff line change
Expand Up @@ -2502,5 +2502,45 @@
0.20302338898181915
]
}
},
"mango_leaf_disease_classification": {
"ml_task": "image_classification",
"ag_task": "disease_classification",
"location": {
"continent": "asia",
"country": "bangladesh"
},
"sensor_modality": "rgb",
"real_synthetic": "real",
"platform": "handheld",
"input_data_format": "jpg",
"annotation_format": "directory_names",
"n_images": "4000",
"docs_url": "https://data.mendeley.com/datasets/hxsnvwty3r/1",
"classes": {
"0": "Anthracnose",
"1": "Bacterial_Canker",
"2": "Cutting_Weevil",
"3": "Die_Back",
"4": "Gall_Midge",
"5": "Healthy",
"6": "Powdery_Mildew",
"7": "Sooty_Mold"
},
"external_image_sources": [],
"parent_dataset": "",
"extra_metadata": {},
"stats": {
"mean": [
0.6656161465062932,
0.6908410777008502,
0.6897037347395488
],
"std": [
0.19750956584037743,
0.18696074420471073,
0.2579291888749908
]
}
}
}
4 changes: 4 additions & 0 deletions agml/_assets/source_citations.json
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Expand Up @@ -266,5 +266,9 @@
"soybean_insect_classification": {
"license": "CC BY 4.0",
"citation": "Mignoni, Maria Eloisa (2021), “Images of Soybean Leaves”, Mendeley Data, V1, doi: 10.17632/bycbh73438.1"
},
"mango_leaf_disease_classification": {
"license": "CC BY-NC 4.0",
"citation": "Ali, Sawkat; Ibrahim, Muhammad ; Ahmed, Sarder Iftekhar ; Nadim, Md. ; Mizanur, Mizanur Rahman; Shejunti, Maria Mehjabin ; Jabid, Taskeed (2022), “MangoLeafBD Dataset”, Mendeley Data, V1, doi: 10.17632/hxsnvwty3r.1"
}
}
3 changes: 3 additions & 0 deletions agml/_internal/preprocess.py
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Expand Up @@ -1587,6 +1587,9 @@ def cucumber_disease_classification(self, dataset_name):

def soybean_insect_classification(self, dataset_name):
pass

def mango_leaf_disease_classification(self, dataset_name):
pass

if __name__ == '__main__':
# Initialize program arguments.
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