vGiacomov commited on
Commit
5a216d7
·
1 Parent(s): 1a27c9c

Add trained model and evaluation artifacts

Browse files
README.md CHANGED
@@ -24,7 +24,7 @@ Dataset: [Beans](https://huggingface.co/datasets/AI-Lab-Makerere/beans)
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  - Bean Rust
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  - Angular Leaf Spot
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- Validation Accuracy: 0.9850
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  ## Artifacts:
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  - per_class_metrics.csv
 
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  - Bean Rust
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  - Angular Leaf Spot
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+ Validation Accuracy: 0.9774
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  ## Artifacts:
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  - per_class_metrics.csv
confusion_matrix.png CHANGED
per_class_metrics.csv CHANGED
@@ -1,7 +1,7 @@
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  ,precision,recall,f1-score,support
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- 0,1.0,1.0,1.0,44.0
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- 1,0.9777777777777777,0.9777777777777777,0.9777777777777777,45.0
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- 2,0.9772727272727273,0.9772727272727273,0.9772727272727273,44.0
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- accuracy,0.9849624060150376,0.9849624060150376,0.9849624060150376,0.9849624060150376
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- macro avg,0.9850168350168351,0.9850168350168351,0.9850168350168351,133.0
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- weighted avg,0.9849624060150376,0.9849624060150376,0.9849624060150376,133.0
 
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  ,precision,recall,f1-score,support
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+ 0,0.9772727272727273,0.9772727272727273,0.9772727272727273,44.0
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+ 1,0.9782608695652174,1.0,0.989010989010989,45.0
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+ 2,0.9767441860465116,0.9545454545454546,0.9655172413793104,44.0
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+ accuracy,0.9774436090225563,0.9774436090225563,0.9774436090225563,0.9774436090225563
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+ macro avg,0.9774259276281522,0.9772727272727272,0.9772669858876756,133.0
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+ weighted avg,0.9774322053870774,0.9774436090225563,0.9773552866630388,133.0
resnet18_beans.pth CHANGED
@@ -1,3 +1,3 @@
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  version https://git-lfs.github.com/spec/v1
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- oid sha256:591b05ed25d4257b5d92e65d8852db786b5f6ec18b6fd2d7686ac22508a56c8d
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  size 44792331
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:bc36a065da9c253480a10f50676af3e8e7e37b19a1c7b4ae39459542f290acc0
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  size 44792331