personal project Dataset

v11

2024-06-22 11:44am

Generated on Jun 22, 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 88%
238Images
Valid Set 11%
29Images
Test Set 1%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 2
Noise: Up to 0.1% of pixels
Haniken
83 images
beer
414 images
grocery-event-restaurant
1104 images
cans-humans-billboards-beer
901 images