EVRAZ

Ladle

Object Detection

Ladle Image Dataset

v2

2024-03-08 1:12pm

Generated on Mar 8, 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 88%
891Images
Valid Set 8%
85Images
Test Set 4%
41Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 10% of images
Blur: Up to 4px
Noise: Up to 1.05% of pixels
tile-angle-p6Md
827 images
tile-angle-z2Tu-tile-angle-p6Md-GyoK
827 images
tile-angle-z2Tu-tile-angle-p6Md
827 images