RoundaboutPortland66th

Portland-66th-Detection

Object Detection

Portland-66th-Detection Image Dataset

v10

2024-04-29 12:42pm

Generated on Apr 29, 2024

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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 89%
2595Images
Valid Set 8%
230Images
Test Set 3%
91Images

Preprocessing

Auto-Orient: Applied
Filter by Tag: 0 required, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -9° and +9°
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 1.13% of pixels