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Add multi-label classification dataset and metric #1572

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merged 11 commits into from
Apr 5, 2024
Merged

Add multi-label classification dataset and metric #1572

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3541906
Add multilabel classification dataset
laggui Apr 2, 2024
968299d
Fix custom-image-classification example deps
laggui Apr 2, 2024
813ae50
Add image_folder_dataset_multilabel test
laggui Apr 2, 2024
bd118e7
Do not change class names order when provided
laggui Apr 2, 2024
8ef0115
Add hamming score and multi-label classification output
laggui Apr 3, 2024
858599b
Add new_classification_with_items test
laggui Apr 3, 2024
32c8ebf
Fix clippy suggestions
laggui Apr 3, 2024
87c9c62
Implement default trait for hamming score
laggui Apr 4, 2024
311ad45
Remove de/serialization and use AnnotationRaw as type
laggui Apr 4, 2024
b165044
Fix clippy
laggui Apr 4, 2024
a63fa6e
Fix metric backend phantom data
laggui Apr 4, 2024
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Fix clippy suggestions
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@laggui
laggui committed Apr 3, 2024
commit 32c8ebf3627da00ed0ac1a856f5314abc831b69c
2 changes: 1 addition & 1 deletion crates/burn-dataset/src/vision/image_folder.rs
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Expand Up @@ -118,7 +118,7 @@ impl AnnotationRaw {

fn decode(annotation: &[u8]) -> Self {
let (annotation, _): (AnnotationRaw, usize) =
bincode::serde::decode_from_slice(&annotation, Self::bin_config()).unwrap();
bincode::serde::decode_from_slice(annotation, Self::bin_config()).unwrap();
annotation
}
}
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7 changes: 4 additions & 3 deletions crates/burn-train/src/metric/hamming.rs
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Expand Up @@ -39,9 +39,10 @@ impl<B: Backend> HammingScore<B> {

/// Creates a new metric instance with default values.
fn default() -> Self {
let mut instance: Self = Default::default();
instance.threshold = 0.5;
instance
Self {
threshold: 0.5,
..Default::default()
}
}
}

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