SMack Lab

Edit Project

blood-smear-classification-current-model

Classification

blood-smear-classification-current-model Image Dataset

Try Pre-Trained Model
Versions
2023-10-17 2:01am
v5
·
8 months ago
2023-04-09 11:48pm
v3
·
a year ago
2023-04-09 6:58pm
v2
·
a year ago
2023-02-24 10:46pm
v1
·
a year ago
v3

2023-04-09 11:48pm

Generated on Apr 10, 2023
Download Dataset

15049 Total Images

View All Images
Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 87%
13165Images
Valid Set 8%
1253Images
Test Set 4%
631Images

Preprocessing

Resize: Stretch to 512x512
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -24% and +24%
Exposure: Between -15% and +15%