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Footpath Encroachment Classification on Dataset 2 (val)
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0.869
Accuracy
ResNet-50
0.83364
0.84282
0.852
0.86118
Jan 17, 2026
Accuracy
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
ResNet-50
Parameters (M)=25.6, M...
2026.01
0.869
0.868
VGG-19
Parameters (M)=143.7,...
2026.01
0.861
0.86
VGG-16
Parameters (M)=138.4,...
2026.01
0.857
0.856
MobileNetV1
Parameters (M)=4.2, Mo...
2026.01
0.846
0.845
Custom CNN
Parameters (M)=1.3, Mo...
2026.01
0.835
0.834
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