BURATZ

POLYKENGKOYS

Object Detection

POLYKENGKOYS Image Dataset

v1

2023-06-28 1:11am

Generated on Jun 27, 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 81%
411Images
Valid Set 9%
47Images
Test Set 9%
47Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
Noise: Up to 2% of pixels
microplastics
306 images
microplastics
306 images
microplastics
188 images
microplastics
224 images
asdasdasdas
153 images