Aditya Choudhary

T-S

Object Detection

T-S Image Dataset

v12

2023-03-21 7:49pm

Generated on Mar 21, 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 90%
3477Images
Valid Set 6%
239Images
Test Set 3%
134Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -14% and +14%
Bounding Box: Exposure: Between -12% and +12%
Bounding Box: Blur: Up to 0.5px
Bounding Box: Noise: Up to 1% of pixels