SNR

All classes

Object Detection

All classes Image Dataset

v11

2023-07-20 8:40am

Generated on Jul 20, 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.
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Dataset Split

Train Set 83%
3502Images
Valid Set 12%
499Images
Test Set 6%
239Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 6 remapped, 1 dropped
Filter Null: Require at least 98% of images to contain annotations.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 30% of images
SNR
lifevests-PeopleInWater
2552 images
SNR
lifevests
2057 images
blabla-Person-Boat-Canoe-Pedalboat-SUP
1679 images