University Projects

data 2

Object Detection

data 2 Image Dataset

v14

2023-12-17 12:33am

Generated on Dec 16, 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.
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Dataset Split

Train Set 87%
456Images
Valid Set 8%
44Images
Test Set 4%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Vertical
Bounding Box: Rotation: Between -5° and +5°