Salo Levy

Pickle Ball

Object Detection

Pickle Ball Image Dataset

v10

2022-08-22 3:56pm

Generated on Aug 22, 2022

Popular Download Formats

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 90%
644Images
Valid Set 6%
46Images
Test Set 4%
29Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 1 remapped, 1 dropped

Augmentations

Outputs per training example: 4
Hue: Between -4° and +4°
Brightness: Between 0% and +13%
Exposure: Between -5% and +5%
Noise: Up to 0% of pixels