ps2

ps2 test3

Object Detection

ps2 test3 Image Dataset

v4

2023-01-27 8:42pm

Generated on Jan 27, 2023

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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 87%
1641Images
Valid Set 9%
161Images
Test Set 4%
83Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -43% and +43%
Exposure: Between -10% and +10%
Noise: Up to 6% of pixels
Bounding Box: Exposure: Between -28% and +28%

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