Dataset Versions
v1
small-blood-cell-classification-dataset-v0.1
Generated on Dec 18, 2024
19177 Total Images
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Dataset Split
Train Set 88%
16782Images
Valid Set 8%
1595Images
Test Set 4%
800Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Saturation: Between -32% and +32%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.05% of pixels