Capstone

All Photos

Object Detection

All Photos Image Dataset

v1

Water Bottle and Pop Cans

Generated on Dec 28, 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 92%
558Images
Valid Set 8%
46Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 300x300

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Brightness: Between -25% and +25%
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 1px