Chiangmai

555

Object Detection

555 Image Dataset

v1

2023-11-07 2:50pm

Generated on Nov 7, 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 89%
8064Images
Valid Set 11%
1001Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels