nganle

bien3

Object Detection

bien3 Image Dataset

v4

2022-05-05 5:23pm

Generated on May 5, 2022

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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%
171Images
Valid Set %
0Images
Test Set 10%
20Images

Preprocessing

Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 15% of pixels
Mosaic: Applied