Institute of Space technology

Cardataset2nd

Object Detection

Cardataset2nd Image Dataset

v4

2023-06-21 3:43pm

Generated on Jun 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.
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Dataset Split

Train Set 92%
633Images
Valid Set 8%
52Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°