Sasya-AI-Backend / trained_models /comprehensive_data_analysis.json
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{
"analysis_date": "2025-10-19T19:20:38.537795",
"text_qa": {
"datasets": {
"massive_indian_agricultural_qa.json": {
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},
"indian_agricultural_qa.json": {
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"comprehensive_indian_agricultural_qa.json": {
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},
"massive_indian_agricultural_qa.csv": {
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}
},
"total_samples": 100231,
"categories": [
"crop_cultivation",
"market_price",
"disease_pest_control",
"fertilizer_nutrition",
"financial",
"livestock"
],
"languages": [
"English"
]
},
"speech": {
"languages": {
"Bengali": {
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"estimated_duration_hours": 2.28,
"formats": [
".wav",
".WAV"
]
},
"Gujarati": {
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"formats": [
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},
"Hindi": {
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"formats": [
".mp3",
".MP3"
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},
"Kannada": {
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"formats": [
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]
},
"Malayalam": {
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"formats": [
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".WAV"
]
},
"Marathi": {
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"formats": [
".mp3",
".MP3"
]
},
"Odia": {
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"formats": [
".mp3",
".MP3"
]
},
"Tamil": {
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"formats": [
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},
"Telugu": {
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}
},
"total_files": 200552,
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},
"vision": {
"crop_classification": {
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"total_images": 19032,
"crops": {
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"bananas": 256,
"barley": 245,
"beets": 247,
"black_pepper": 218,
"cabbages": 208,
"carrots_turnips": 286,
"cashew_nuts": 250,
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"chickpeas": 201,
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"cinnamon": 254,
"cloves": 224,
"cocoa_beans": 212,
"coconuts": 213,
"coffee": 224,
"cotton": 181,
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"dates": 200,
"dry_beans": 197,
"dry_peas": 200,
"eggplants": 190,
"fava_bean": 204,
"figs": 189,
"flaxseed": 217,
"garlic": 193,
"ginger": 192,
"grapes": 182,
"groundnuts": 154,
"guavas": 193,
"jackfruit": 239,
"jute": 176,
"lemons_limes": 192,
"lentils": 225,
"lychee": 174,
"maize": 212,
"mandarins": 186,
"mangoes": 180,
"millet": 178,
"mint": 196,
"mung_bean": 153,
"mustard_greens": 208,
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"oil_palm_fruit": 178,
"okra": 146,
"onions": 219,
"oranges": 212,
"papayas": 184,
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"peas": 204,
"pineapples": 191,
"pomegranates": 207,
"potatoes": 184,
"pumpkins_squash_gourds": 241,
"radishes": 176,
"rapeseed": 220,
"rice": 187,
"rubber": 201,
"saffron": 192,
"sorghum": 174,
"soybeans": 188,
"spinach": 208,
"sugar_cane": 198,
"sunflower_seeds": 204,
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"tomatoes": 184,
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"walnuts": 200,
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"yams": 196,
"parsley": 209,
"kale": 198,
"lettuce_chicory": 198,
"almonds": 247,
"artichoke": 262,
"blueberries": 256,
"broccoli": 244,
"celery": 187,
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"hazelnuts": 210,
"leeks": 177,
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"rosemary": 175,
"sage": 183,
"thyme": 196,
"teff": 174,
"quinoa": 182,
"strawberry": 202
}
},
"disease_detection": {
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"crops": {
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"Banana": 5712,
"Cherry": 3812,
"Coconut": 1668,
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"Corn": 7704,
"Cotton": 3418,
"Grapes": 8124,
"Groundnut": 6902,
"Lemon": 2708,
"Millets": 12622,
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"Orange": 76864,
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"Peas": 2864,
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"Potato": 4304,
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"Radish": 5602,
"Rice": 240,
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"Strawberry": 3130,
"Sugarcane": 5042,
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"Tea": 1770,
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}
},
"total_images": 274102
},
"market": {
"datasets": {
"agmarknet_prices": "Historical commodity prices (2019-2024)",
"weather_data": "Daily weather for agricultural districts",
"enam_transactions": "Electronic market transactions",
"district_crops": "District-wise crop production data",
"policy_schemes": "Agricultural schemes and policies",
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"total_records": 70774,
"coverage": {
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"districts": 50,
"crops": 32,
"years": "2019-2024"
}
},
"models": {
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"translation": {
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"market": {
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"config_file": "D:\\SIH\\farmer-ai-system\\models\\market\\market_models_config.json",
"models_available": [
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"xgboost",
"lstm"
]
}
}
},
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}
}