bhyoon1110

cranehook

Object Detection

cranehook Image Dataset

v9

2022-05-30 1:55pm

Generated on May 30, 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 94%
951Images
Valid Set %
0Images
Test Set 6%
56Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -50% and +50%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 5px
Noise: Up to 5% of pixels