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TarimTek

Object Detection

TarimTek Image Dataset

v17

2024-05-29 9:29pm

Generated on May 29, 2024

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 78%
6828Images
Valid Set 16%
1436Images
Test Set 5%
474Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 1 rows x 2 columns

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -3° and +3°
Hue: Between -14° and +14°
Saturation: Between -9% and +9%
Exposure: Between -9% and +9%
Blur: Up to 0.2px
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