AI ML

Ball

Object Detection

Ball Image Dataset

v5

2024-04-17 12:06pm

Generated on Apr 17, 2024

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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%
342Images
Valid Set 8%
32Images
Test Set 4%
17Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Football-dkEI-8pOu
163 images
Football-ByZP-Football-dkEI-Njia-gyJ0
340 images
Football-ByZP-Football-dkEI-Njia
340 images
Football-ByZP
161 images