esith

Projet 5

Object Detection

Projet 5 Image Dataset

v19

2023-10-19 11:20pm

Generated on Oct 19, 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 92%
1423Images
Valid Set 0%
4Images
Test Set 8%
120Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Flip: Vertical
Brightness: Between -28% and +28%