Dan

MIT2

Object Detection

MIT2 Image Dataset

v3

2023-02-16 11:03pm

Generated on Feb 17, 2023

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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%
620Images
Valid Set 8%
59Images
Test Set 4%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 23 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±6° Horizontal, ±4° Vertical

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