Ptya Bolo

Kids football

Object Detection

Kids football Image Dataset

v5

2023-04-09 11:21pm

Generated on Apr 9, 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 82%
1066Images
Valid Set 12%
155Images
Test Set 6%
74Images

Preprocessing

Tile: 6 rows x 6 columns
Filter Null: Require at least 95% of images to contain annotations.

Augmentations

Outputs per training example: 2
Hue: Between -31° and +31°
Brightness: Between -30% and +30%
Bounding Box: Shear: ±22° Horizontal, ±21° Vertical
players-football-goalkeeper
50 images
ball-geaG
591 images
fu
football-players
60 images