FallDown

falldown2

Object Detection

falldown2 Image Dataset

v4

2022-09-18 5:29pm

Generated on Sep 18, 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 92%
2091Images
Valid Set 8%
176Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Hue: Between -30° and +30°
Noise: Up to 5% of pixels
Cutout: 3 boxes with 15% size each
Mosaic: Applied