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.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+agriscan_efficientnet_crop.keras filter=lfs diff=lfs merge=lfs -text
+agriscan_efficientnet_disease.keras filter=lfs diff=lfs merge=lfs -text

agriscan_efficientnet_crop.keras

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+version https://git-lfs.github.com/spec/v1
+oid sha256:dfd3748d775a677fe85adfe4c7c9db154f21aff8bd81e8ca6dbea14d25a2273a
+size 41552469

agriscan_efficientnet_disease.keras

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+version https://git-lfs.github.com/spec/v1
+oid sha256:adce9b1c6741610c59154010ed0bd6fc2eafde2dde5533b8bfde11a5996ecc32
+size 41767701

class_names.json

@@ -0,0 +1,19 @@
+[
+  "Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot",
+  "Corn_(maize)___Common_rust_",
+  "Corn_(maize)___Northern_Leaf_Blight",
+  "Corn_(maize)___healthy",
+  "Potato___Early_blight",
+  "Potato___Late_blight",
+  "Potato___healthy",
+  "Tomato___Bacterial_spot",
+  "Tomato___Early_blight",
+  "Tomato___Late_blight",
+  "Tomato___Leaf_Mold",
+  "Tomato___Septoria_leaf_spot",
+  "Tomato___Spider_mites Two-spotted_spider_mite",
+  "Tomato___Target_Spot",
+  "Tomato___Tomato_Yellow_Leaf_Curl_Virus",
+  "Tomato___Tomato_mosaic_virus",
+  "Tomato___healthy"
+]

crop_classification_report.csv

@@ -0,0 +1,7 @@
+,precision,recall,f1-score,support
+Maize,1.0,1.0,1.0,794.0
+Potato,0.9975,0.9779411764705882,0.9876237623762376,408.0
+Tomato,0.9975322182615849,0.9997251992305578,0.9986275048037332,3639.0
+accuracy,0.9979343110927494,0.9979343110927494,0.9979343110927494,0.9979343110927494
+macro avg,0.9983440727538616,0.9925554585670486,0.9954170890599903,4841.0
+weighted avg,0.997934257850425,0.9979343110927494,0.9979252189692812,4841.0

crop_confusion_matrix.csv

@@ -0,0 +1,4 @@
+,Maize,Potato,Tomato
+Maize,794,0,0
+Potato,0,399,9
+Tomato,0,1,3638

crop_names.json

@@ -0,0 +1,5 @@
+[
+  "Maize",
+  "Potato",
+  "Tomato"
+]

disease_classification_report.csv

@@ -0,0 +1,21 @@
+,precision,recall,f1-score,support
+Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot,0.9142857142857143,0.897196261682243,0.9056603773584906,107.0
+Corn_(maize)___Common_rust_,1.0,0.9953917050691244,0.9976905311778291,217.0
+Corn_(maize)___Northern_Leaf_Blight,0.9454545454545454,0.9454545454545454,0.9454545454545454,220.0
+Corn_(maize)___healthy,0.9960159362549801,1.0,0.998003992015968,250.0
+Potato___Early_blight,0.9879518072289156,1.0,0.9939393939393939,164.0
+Potato___Late_blight,0.9761904761904762,0.9669811320754716,0.9715639810426541,212.0
+Potato___healthy,0.9696969696969697,1.0,0.9846153846153847,32.0
+Tomato___Bacterial_spot,0.9839449541284404,0.9839449541284404,0.9839449541284404,436.0
+Tomato___Early_blight,0.9587628865979382,0.8651162790697674,0.9095354523227384,215.0
+Tomato___Late_blight,0.9437340153452686,0.984,0.9634464751958225,375.0
+Tomato___Leaf_Mold,0.9940119760479041,0.9651162790697675,0.9793510324483776,172.0
+Tomato___Septoria_leaf_spot,0.9672619047619048,0.9643916913946587,0.9658246656760773,337.0
+Tomato___Spider_mites Two-spotted_spider_mite,0.9434523809523809,0.990625,0.9664634146341463,320.0
+Tomato___Target_Spot,0.9425675675675675,0.96875,0.9554794520547946,288.0
+Tomato___Tomato_Yellow_Leaf_Curl_Virus,0.9981600735970562,0.9863636363636363,0.9922267946959304,1100.0
+Tomato___Tomato_mosaic_virus,0.9696969696969697,0.9696969696969697,0.9696969696969697,66.0
+Tomato___healthy,0.9939577039274925,0.996969696969697,0.9954614220877458,330.0
+accuracy,0.9750051642222681,0.9750051642222681,0.9750051642222681,0.9750051642222681
+macro avg,0.9697144636314426,0.9694116559396659,0.9693152257967829,4841.0
+weighted avg,0.9752442219862905,0.9750051642222681,0.9749148480133657,4841.0

disease_confusion_matrix.csv

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+,Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot,Corn_(maize)___Common_rust_,Corn_(maize)___Northern_Leaf_Blight,Corn_(maize)___healthy,Potato___Early_blight,Potato___Late_blight,Potato___healthy,Tomato___Bacterial_spot,Tomato___Early_blight,Tomato___Late_blight,Tomato___Leaf_Mold,Tomato___Septoria_leaf_spot,Tomato___Spider_mites Two-spotted_spider_mite,Tomato___Target_Spot,Tomato___Tomato_Yellow_Leaf_Curl_Virus,Tomato___Tomato_mosaic_virus,Tomato___healthy
+Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot,96,0,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+Corn_(maize)___Common_rust_,0,216,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+Corn_(maize)___Northern_Leaf_Blight,9,0,208,1,0,0,0,0,0,2,0,0,0,0,0,0,0
+Corn_(maize)___healthy,0,0,0,250,0,0,0,0,0,0,0,0,0,0,0,0,0
+Potato___Early_blight,0,0,0,0,164,0,0,0,0,0,0,0,0,0,0,0,0
+Potato___Late_blight,0,0,0,0,0,205,1,0,0,6,0,0,0,0,0,0,0
+Potato___healthy,0,0,0,0,0,0,32,0,0,0,0,0,0,0,0,0,0
+Tomato___Bacterial_spot,0,0,0,0,0,0,0,429,2,0,0,2,0,2,1,0,0
+Tomato___Early_blight,0,0,0,0,0,2,0,3,186,7,0,3,2,10,0,1,1
+Tomato___Late_blight,0,0,0,0,0,3,0,0,1,369,0,1,0,0,1,0,0
+Tomato___Leaf_Mold,0,0,0,0,0,0,0,0,1,2,166,2,1,0,0,0,0
+Tomato___Septoria_leaf_spot,0,0,0,0,2,0,0,0,3,4,0,325,0,1,0,1,1
+Tomato___Spider_mites Two-spotted_spider_mite,0,0,0,0,0,0,0,0,0,0,0,0,317,3,0,0,0
+Tomato___Target_Spot,0,0,0,0,0,0,0,0,0,0,0,2,7,279,0,0,0
+Tomato___Tomato_Yellow_Leaf_Curl_Virus,0,0,0,0,0,0,0,4,1,1,0,0,9,0,1085,0,0
+Tomato___Tomato_mosaic_virus,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,64,0
+Tomato___healthy,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,329

evaluation_metrics.json

@@ -0,0 +1,37 @@
+{
+  "architecture": "EfficientNetB0",
+  "image_size": [
+    224,
+    224
+  ],
+  "crop_classes": [
+    "Maize",
+    "Potato",
+    "Tomato"
+  ],
+  "disease_classes": [
+    "Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot",
+    "Corn_(maize)___Common_rust_",
+    "Corn_(maize)___Northern_Leaf_Blight",
+    "Corn_(maize)___healthy",
+    "Potato___Early_blight",
+    "Potato___Late_blight",
+    "Potato___healthy",
+    "Tomato___Bacterial_spot",
+    "Tomato___Early_blight",
+    "Tomato___Late_blight",
+    "Tomato___Leaf_Mold",
+    "Tomato___Septoria_leaf_spot",
+    "Tomato___Spider_mites Two-spotted_spider_mite",
+    "Tomato___Target_Spot",
+    "Tomato___Tomato_Yellow_Leaf_Curl_Virus",
+    "Tomato___Tomato_mosaic_virus",
+    "Tomato___healthy"
+  ],
+  "test_images": 4841,
+  "crop_accuracy": 0.9979343110927494,
+  "crop_macro_f1": 0.9954170890599903,
+  "disease_accuracy": 0.9750051642222681,
+  "disease_macro_f1": 0.9693152257967829,
+  "disease_weighted_f1": 0.9749148480133657
+}