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Object Detection

ad Image Dataset

v2

2022-10-11 1:04pm

Generated on Oct 11, 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.
Other Formats
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Dataset Split

Train Set 96%
6400Images
Valid Set 4%
250Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied
Tile: 5 rows x 5 columns

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Bounding Box: Rotation: Between -5° and +5°