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@@ -4,4 +4,32 @@ metrics:
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  - accuracy
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  - f1
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  ---
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- See https://www.kaggle.com/code/dima806/farm-insects-image-detection-vit for more details.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - accuracy
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  - f1
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  ---
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+ Returns farm insect type given an image.
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+
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+ See https://www.kaggle.com/code/dima806/farm-insects-image-detection-vit for more details.
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+
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+ ```
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+ Classification report:
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+
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+ precision recall f1-score support
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+
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+ Fall Armyworms 0.7895 0.3191 0.4545 47
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+ Western Corn Rootworms 0.9787 0.9787 0.9787 47
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+ Colorado Potato Beetles 1.0000 0.9792 0.9895 48
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+ Thrips 0.9762 0.8723 0.9213 47
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+ Corn Earworms 0.9070 0.8125 0.8571 48
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+ Cabbage Loopers 0.9388 0.9583 0.9485 48
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+ Armyworms 0.6143 0.9149 0.7350 47
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+ Brown Marmorated Stink Bugs 1.0000 1.0000 1.0000 48
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+ Tomato Hornworms 0.9792 1.0000 0.9895 47
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+ Citrus Canker 0.9038 1.0000 0.9495 47
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+ Aphids 0.9020 0.9583 0.9293 48
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+ Corn Borers 0.8148 0.9167 0.8627 48
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+ Fruit Flies 1.0000 1.0000 1.0000 48
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+ Africanized Honey Bees (Killer Bees) 1.0000 1.0000 1.0000 48
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+ Spider Mites 0.9167 0.9167 0.9167 48
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+
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+ accuracy 0.9090 714
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+ macro avg 0.9147 0.9085 0.9022 714
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+ weighted avg 0.9151 0.9090 0.9027 714
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+ ```