FruitFinder Dataset

v4

2023-09-04 1:50pm

Generated on Sep 4, 2023

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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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 88%
9168Images
Valid Set 8%
829Images
Test Set 4%
422Images

Preprocessing

Resize: Stretch to 320x240

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -35% and +35%
Brightness: Between -30% and +30%
Blur: Up to 2px
Noise: Up to 3% of pixels
Cutout: 2 boxes with 22% size each
Bounding Box: Brightness: Between -28% and +28%

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