Monash

M3_lab

Object Detection

M3_lab Image Dataset

v3

2023-09-04 9:19pm

Generated on Sep 4, 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%
898Images
Valid Set 8%
86Images
Test Set 4%
43Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x240

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%