Dataset Versions

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Versions
cancer_only_noaug
v11
·
9 months ago
2024-02-25 4:22pm
v10
·
9 months ago
cancer_only_aug
v8
·
9 months ago
all_no_aug_train_only
v6
·
9 months ago
all_no_augment_train_val
v5
·
9 months ago
all_augment_train_val
v4
·
9 months ago
2024-02-15 7:49am
v3
·
9 months ago
2024-02-15 7:48am
v2
·
9 months ago
2024-02-15 7:46am
v1
·
9 months ago
v4

all_augment_train_val

Generated on Feb 15, 2024
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4807 Total Images

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Dataset Split

Train Set 91%
4361Images
Valid Set 9%
446Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -20% and +20%
Blur: Up to 0.4px

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