4a

4acontest

Object Detection

4acontest Image Dataset

v1

2023-04-21 3:40am

Generated on Apr 21, 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
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Dataset Split

Train Set 88%
267Images
Valid Set 8%
24Images
Test Set 4%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 2 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -6° and +6°
Blur: Up to 2.25px
Noise: Up to 2% of pixels