Deep Learning

Pisang

Object Detection

Pisang Image Dataset

v1

2024-05-14 1:45am

Generated on May 13, 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 86%
1818Images
Valid Set 9%
189Images
Test Set 5%
95Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 100% of images