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Odin
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Getting Started
Metrics and Curves
Standard Evaluation Metrics
Accuracy
Error Rate
Precision
Recall
F1 Score
Average Precision
ROC AUC
Precision-Recall AUC
F1 AUC
Curves
ROC Curve
Precision-Recall Curve
F1 Curve
CAMs Metrics
CAM Global IoU
CAM Component IoU
CAM Bbox Coverage
CAM Irrelevant Attention
Custom Metric
Dataset
DatasetClassification
DatasetLocalization
DatasetCAMs
Distributions
Analyzer
AnalyzerClassification
AnalyzerLocalization
AnalyzerCAMs
Analyses
Performance Summary
Per-Property Analyses
Distributions
Errors
Curves
IoU
Reliability
Top-1 Top-5
CAMs
Comparator
ComparatorClassification
ComparatorLocalization
ComparatorCAMs
Supported Analyses
Visualizer
VisualizerClassification
VisualizerLocalization
Visualizations
Data Set Visualization
Analyses Visualization
CAMs Visualization
Annotator
AnnotatorClassification
Categories annotation
Properties annotation
Categories and properties annotation
AnnotatorLocalization
Categories annotation
Properties annotation
Categories and properties annotation
MetaPropertiesExtractor
Examples
Classification
ArtDL
Localization
RarePlanes
Odin on GitHub
Metrics and Curves
Curves
Curves
Commonly used evaluation curves supported by
Odin
.
Table of contents
ROC Curve
Precision-Recall Curve
F1 Curve