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Pocketdetect

Object Detection

Pocketdetect Image Dataset

v2

2023-07-27 12:01am

Generated on Jul 26, 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 82%
45Images
Valid Set 15%
8Images
Test Set 4%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x960
Grayscale: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
Noise: Up to 1% of pixels
Bounding Box: Brightness: Between -25% and +25%