Group C

Kavsak

Object Detection

Kavsak Image Dataset

v9

2022-07-03 7:51pm

Generated on Jul 3, 2022

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%
4131Images
Valid Set 8%
389Images
Test Set 4%
208Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Exposure: Between -12% and +12%
Noise: Up to 2% of pixels