Raman Hrynkevich

peoples

Object Detection

peoples Image Dataset

v1

2021-09-16 12:15pm

Generated on Sep 16, 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 70%
429Images
Valid Set 20%
124Images
Test Set 10%
61Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x360

Augmentations

No augmentations were applied.
players
532 images
Basket
363 images
players
173 images
player-ball-referee
33 images