ting

fishdetection

Object Detection

fishdetection Image Dataset

v16

2023-04-10 3:14am

Generated on Apr 10, 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 87%
1260Images
Valid Set 8%
116Images
Test Set 5%
68Images

Preprocessing

Static Crop: 10-90% Horizontal Region, 14-88% Vertical Region
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Noise: Up to 5% of pixels