Ali Saadati

Ali Saadati

Object Detection

Ali Saadati Image Dataset

v7

2023-09-18 11:15pm

Generated on Sep 18, 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
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Dataset Split

Train Set 88%
4202Images
Valid Set 8%
384Images
Test Set 4%
202Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 780x780
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Flip: Horizontal, Vertical