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ConnorLee08
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coffee-leaf-efficientnet-b2

Image Classification
timm
LiteRT
Safetensors
coffee
plant-disease
agriculture
efficientnet
supervised-fine-tuning
Model card Files
xet
 Community
coffee-leaf-efficientnet-b2
File size: 2,939 Bytes
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{
  "labels": [
    "cercospora",
    "healthy",
    "miner",
    "phoma",
    "rust",
    "red_spider_mite",
    "weevil_damage",
    "unsupported"
  ],
  "app_condition_keys": [
    "cercospora",
    "healthy",
    "miner",
    "phoma",
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    "mites",
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  ],
  "calibration": {
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      "minimum_mean_luminance": 45.59410861968994,
      "selection": "validation-only severe Gaussianblur challenge balancedaccuracy subject to >=90% clear acceptance"
    },
    "validation_n": 5294,
    "class_thresholds": [
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    "confident_thresholds": [
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    ],
    "class_threshold_evidence": [
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        "label": "cercospora",
        "enabled": true,
        "accept_threshold": 0.605,
        "val_true_support": 216
      },
      {
        "label": "healthy",
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      },
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        "accept_threshold": 0.4,
        "val_true_support": 2101
      },
      {
        "label": "red_spider_mite",
        "enabled": false,
        "accept_threshold": 1.01,
        "val_true_support": 25
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      {
        "label": "weevil_damage",
        "enabled": true,
        "accept_threshold": 0.4,
        "val_true_support": 924
      }
    ],
    "runtime": "LiteRT CPU int8 per-channel weight storage / float32 computation",
    "artifact_sha256": "ddbea87650b839dabb376f32d7e210ccc21a105024de23b3c0abf25fbbe86a01",
    "brightness_config_sha256": "cd2c58f04fa705204593009b940ad5aff2329742a348c83330eacb106788660e",
    "version": "b2-deployed-v1",
    "temperature": 0.7418458392824085,
    "selection": "Validation-only compressed runtime, current shared brightness policy; >=15 accepted and >=90%/95% precision per class"
  },
  "input": "float32 raw RGB 0..255 NHWC",
  "crop_pct": 0.875,
  "architecture": "efficientnet_b2",
  "input_size": 224,
  "model_repository": "timm/efficientnet_b2.ra_in1k",
  "model_revision": "3577c4a7d84723645311bb5a9e5086f1b62ec8e2",
  "manifest_sha256": "e27dd7fc6483ad16064ccf4ebf1204ef1d8ad2c8881c5b6960641d3cbbc852f5",
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  "calibration_sha256": "8224070d8194b0df0cdfb9ea517307fab4878b7a7e13e1691605fe4be4f98f8d"
}