Fuyu

整顆的

Object Detection

整顆的 Image Dataset

v1

2023-09-16 9:00pm

Generated on Sep 16, 2023

Popular Download Formats

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%
834Images
Valid Set 8%
79Images
Test Set 4%
40Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Exposure: Between -21% and +21%
Blur: Up to 2.5px
Noise: Up to 3% of pixels