classyolo

answers

Object Detection

answers Image Dataset

v8

2024-04-04 5:41am

Generated on Apr 4, 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 90%
60Images
Valid Set %
0Images
Test Set 10%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Blur: Up to 0.6px
Noise: Up to 0.54% of pixels