Capstone

All Photos

Object Detection

All Photos Image Dataset

v2

2023-01-09 9:46pm

Generated on Jan 10, 2023

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.
Other Formats
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Dataset Split

Train Set 93%
1293Images
Valid Set 7%
103Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 300x300

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Hue: Between -5° and +5°
Brightness: Between -25% and +25%
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 1px