IIIT Pune

cardd

Object Detection

cardd Image Dataset

v1

2023-10-30 4:21pm

Generated on Oct 30, 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 88%
8400Images
Valid Set 8%
800Images
Test Set 4%
400Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Noise: Up to 10% of pixels
Car-Damage
4000 images
Vehicle-Damage
4000 images
cbcwkbc
4000 images
hh
hh
hh
4000 images
CV
damage
4000 images