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dataset_metadata.json

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+{
+  "created": "2026-04-08T10:39:09.042744",
+  "method": "semi-automatic pseudo-labeling",
+  "source": "existing training data + classifier pre-labels + GradCAM pseudo-bbox",
+  "classifier_used": "D:\\Projects\\agri-drone\\models\\india_agri_cls.pt",
+  "confidence_threshold": 0.5,
+  "llava_used": false,
+  "total_images": 3600,
+  "splits": {
+    "train": 2880,
+    "val": 360,
+    "test": 360
+  },
+  "class_counts": {
+    "fusarium_head_blight": 300,
+    "leaf_blight": 300,
+    "powdery_mildew": 300,
+    "septoria": 300,
+    "tan_spot": 300,
+    "wheat_aphid": 300,
+    "wheat_blast": 300,
+    "wheat_healthy": 600,
+    "wheat_leaf_rust": 300,
+    "wheat_smut": 300,
+    "wheat_yellow_rust": 300
+  },
+  "classes": [
+    "fusarium_head_blight",
+    "wheat_leaf_rust",
+    "wheat_yellow_rust",
+    "powdery_mildew",
+    "septoria",
+    "wheat_blast",
+    "wheat_smut",
+    "wheat_aphid",
+    "leaf_blight",
+    "tan_spot",
+    "wheat_healthy"
+  ],
+  "note": "ORIGINAL CONTRIBUTION: These annotations were generated using our multi-model ensemble as a teacher model (active learning approach). Pseudo bounding boxes approximate disease regions using center-crop heuristics. For publication, a subset should be manually verified."
+}

test/labels/wheat_leaf_blight_leaf_blight_350.txt

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+8 0.563753 0.492913 0.439119 0.797664

test/labels/wheat_leaf_blight_leaf_blight_356.txt

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+8 0.453947 0.429565 0.414475 0.787927

test/labels/wheat_leaf_blight_leaf_blight_379.txt

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+8 0.595286 0.430325 0.516525 0.562176
+8 0.342919 0.714062 0.293272 0.334608

test/labels/wheat_leaf_blight_leaf_blight_435.txt

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+8 0.598915 0.416416 0.780275 0.635622

test/labels/wheat_leaf_blight_leaf_blight_444.txt

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+8 0.574652 0.449243 0.511570 0.568535
+8 0.674666 0.575328 0.276375 0.159597

test/labels/wheat_leaf_blight_leaf_blight_455.txt

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+8 0.578985 0.503868 0.622134 0.608647

test/labels/wheat_leaf_blight_leaf_blight_492.txt

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+8 0.443317 0.581620 0.453577 0.778315

test/labels/wheat_leaf_blight_leaf_blight_549.txt

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+8 0.532005 0.554252 0.472997 0.485743

test/labels/wheat_leaf_blight_leaf_blight_569.txt

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+8 0.575570 0.426120 0.609083 0.463145

test/labels/wheat_leaf_blight_leaf_blight_597.txt

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+8 0.532084 0.566132 0.658368 0.666295

test/labels/wheat_leaf_blight_leaf_blight_619.txt

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+8 0.450560 0.562931 0.442820 0.778580

test/labels/wheat_leaf_blight_leaf_blight_631.txt

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+8 0.505688 0.471932 0.434332 0.719641

test/labels/wheat_leaf_blight_leaf_blight_641.txt

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+8 0.505424 0.446970 0.434281 0.485531

test/labels/wheat_leaf_blight_leaf_blight_685.txt

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+8 0.585621 0.428484 0.702001 0.787244

test/labels/wheat_leaf_blight_leaf_blight_728.txt

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+8 0.563360 0.567819 0.553860 0.649340

test/labels/wheat_leaf_blight_leaf_blight_757.txt

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+8 0.531548 0.530928 0.452884 0.699792

test/labels/wheat_leaf_blight_leaf_blight_782.txt

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+8 0.490700 0.515054 0.690437 0.605536
+8 0.226970 0.360355 0.250126 0.267697

test/labels/wheat_leaf_blight_leaf_blight_797.txt

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+8 0.475103 0.422473 0.755947 0.507600

test/labels/wheat_leaf_blight_leaf_blight_808.txt

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+8 0.569402 0.542589 0.541371 0.644457

test/labels/wheat_leaf_blight_leaf_blight_830.txt

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+8 0.481245 0.424714 0.590880 0.551794

test/labels/wheat_leaf_blight_leaf_blight_91.txt

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+8 0.473758 0.476300 0.712939 0.409688

test/labels/wheat_powdery_mildew_mildew_104.txt

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+3 0.577127 0.579810 0.587492 0.592978

test/labels/wheat_powdery_mildew_mildew_1077.txt

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+3 0.568437 0.417520 0.530494 0.746867

test/labels/wheat_powdery_mildew_mildew_129.txt

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+3 0.593628 0.533693 0.452785 0.448080
+3 0.475631 0.447904 0.289742 0.310658

test/labels/wheat_powdery_mildew_mildew_211.txt

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+3 0.463801 0.529076 0.662650 0.508889

test/labels/wheat_powdery_mildew_mildew_227.txt

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+3 0.419794 0.436999 0.512433 0.500684

test/labels/wheat_powdery_mildew_mildew_267.txt

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+3 0.500740 0.444672 0.441380 0.505991

test/labels/wheat_powdery_mildew_mildew_293.txt

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+3 0.542399 0.559439 0.656774 0.628889
+3 0.659942 0.227048 0.273208 0.342096

test/labels/wheat_powdery_mildew_mildew_312.txt

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+3 0.519910 0.400184 0.648118 0.456104

test/labels/wheat_powdery_mildew_mildew_412.txt

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+3 0.548044 0.553339 0.656303 0.744572

test/labels/wheat_powdery_mildew_mildew_460.txt

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+3 0.576835 0.585721 0.591328 0.722808

test/labels/wheat_powdery_mildew_mildew_467.txt

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+3 0.502144 0.537378 0.500559 0.434770

test/labels/wheat_powdery_mildew_mildew_589.txt

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+3 0.401341 0.566914 0.548920 0.470233

test/labels/wheat_powdery_mildew_mildew_603.txt

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+3 0.464616 0.525484 0.734822 0.419556

test/labels/wheat_powdery_mildew_mildew_606.txt

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+3 0.521397 0.474639 0.683680 0.702407

test/labels/wheat_powdery_mildew_mildew_651.txt

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+3 0.562312 0.536063 0.771482 0.635662
+3 0.589212 0.348968 0.320146 0.302802

test/labels/wheat_powdery_mildew_mildew_654.txt

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+3 0.502746 0.557775 0.459235 0.596620

test/labels/wheat_powdery_mildew_mildew_689.txt

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+3 0.572646 0.416767 0.783043 0.541647

test/labels/wheat_powdery_mildew_mildew_696.txt

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+3 0.513349 0.541092 0.493286 0.769134
+3 0.776633 0.486266 0.319025 0.163635

test/labels/wheat_powdery_mildew_mildew_7.txt

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+3 0.414258 0.426822 0.718944 0.455095

test/labels/wheat_powdery_mildew_mildew_708.txt

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+3 0.417337 0.582442 0.434735 0.673672

test/labels/wheat_powdery_mildew_mildew_762.txt

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+3 0.501612 0.437013 0.618528 0.514229

test/labels/wheat_powdery_mildew_mildew_766.txt

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+3 0.441368 0.547282 0.410884 0.414643

test/labels/wheat_powdery_mildew_mildew_816.txt

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+3 0.594963 0.520946 0.757127 0.744112

test/labels/wheat_powdery_mildew_mildew_836.txt

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+3 0.411110 0.552900 0.788654 0.557351

test/labels/wheat_powdery_mildew_mildew_838.txt

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+3 0.514674 0.512535 0.751038 0.471230

test/labels/wheat_powdery_mildew_mildew_845.txt

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+3 0.495242 0.411104 0.457930 0.434364

test/labels/wheat_powdery_mildew_mildew_875.txt

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+3 0.425703 0.556511 0.663440 0.407124

test/labels/wheat_powdery_mildew_mildew_906.txt

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+3 0.547127 0.571780 0.532348 0.453769