surf

surf

Object Detection

surf Image Dataset

v1

2024-01-25 9:07pm

Generated on Jan 26, 2024

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 87%
6342Images
Valid Set 8%
597Images
Test Set 5%
345Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -16° and +16°
Badge-TommyGun-gman-bootlegger-telephone-notepad-whiskey-barrel
3036 images
gate-image1-image2-buoy-XCun
909 images