SNR

All classes

Object Detection

All classes Image Dataset

v7

2023-07-18 10:32am

Generated on Jul 18, 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
Choose another format.

Dataset Split

Train Set 82%
3806Images
Valid Set 12%
546Images
Test Set 6%
263Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 6 remapped, 1 dropped
Filter Null: Do not filter any null images.

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