DataCatalogue

Macro segmentation

Object Detection

Macro segmentation Image Dataset

v1

V1

Generated on Oct 27, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 93%
51Images
Valid Set 7%
4Images
Test Set %
0Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -3° and +3°
Bounding Box: Shear: ±5° Horizontal, ±11° Vertical
Bounding Box: Noise: Up to 5% of pixels