Jia Chun Tan

mcd_logo

Object Detection

mcd_logo Image Dataset

v5

original_pics_v1

Generated on Mar 31, 2022

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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 87%
969Images
Valid Set 9%
100Images
Test Set 4%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 400x400

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical