xiao

cr2

Object Detection

cr2 Image Dataset

v1

2024-04-14 12:13am

Generated on Apr 13, 2024

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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.
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Dataset Split

Train Set 100%
1800Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels
defect
94 images
cr1
crazing-inclusion-patches-pitted
200 images
Surface-defect-detectionn
100 images