boogie

Fish

Object Detection

Fish Image Dataset

v1

2021-10-12 1:34pm

Generated on Oct 12, 2021

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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 71%
37Images
Valid Set 19%
10Images
Test Set 10%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 240x120

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -25% and +25%

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