new-workspace-gforu

CTPN_dataset

Object Detection

CTPN_dataset Image Dataset

v2

2022-03-05 5:50pm

Generated on Mar 5, 2022

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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%
12696Images
Valid Set 8%
1201Images
Test Set 4%
613Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 7% Maximum Zoom
Brightness: Between -9% and +9%
Exposure: Between -8% and +8%
Noise: Up to 1% of pixels