Shiva Naroju

hhh

Object Detection

hhh Image Dataset

v9

2024-02-12 1:29pm

Generated on Feb 12, 2024

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 91%
8380Images
Valid Set 6%
525Images
Test Set 3%
285Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 2
Saturation: Between -24% and +24%
Noise: Up to 0.97% of pixels
crack-NchD
1000 images
cracks-and-deformations
2671 images
3k
crack
3168 images
surface-cracks
2104 images