Tomer Dreizner

v0 matarot

Object Detection

v0 matarot Image Dataset

v2

2023-06-08 8:26am

Generated on Jun 8, 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 97%
36276Images
Valid Set 2%
652Images
Test Set 1%
392Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±8° Horizontal, ±4° Vertical
Blur: Up to 1px
Noise: Up to 2% of pixels