BeticUser

not_for_you

Object Detection

not_for_you Image Dataset

v8

2023-03-08 3:43pm

Generated on Mar 8, 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 72%
1301Images
Valid Set 19%
347Images
Test Set 9%
163Images

Preprocessing

Modify Classes: 1 remapped, 2 dropped

Augmentations

Outputs per training example: 1
Saturation: Between -25% and +25%
Noise: Up to 5% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
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