jinsoo shin

AI Test

Object Detection

AI Test Image Dataset

v1

2023-08-22 2:40pm

Generated on Aug 22, 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%
477Images
Valid Set 7%
40Images
Test Set 5%
26Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 60% Maximum Zoom
Grayscale: Apply to 25% of images
Mosaic: Applied