DP

OP-FINAL

Object Detection

OP-FINAL Image Dataset

v2

2023-06-05 8:20pm

Generated on Jun 5, 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 98%
5060Images
Valid Set 2%
90Images
Test Set 0%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 10
Rotation: Between -5° and +5°
Grayscale: Apply to 25% of images
Brightness: Between -15% and +15%
Exposure: Between -25% and +25%
Blur: Up to 0.75px
Noise: Up to 1% of pixels

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