Dataset Versions
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
v8
cancer_only_aug
Generated on Feb 23, 2024
3107 Total Images
View All Images
Dataset Split
Train Set 88%
2727Images
Valid Set 12%
380Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -20% and +20%
Blur: Up to 0.4px