Junlin Huang

pipe

Object Detection

pipe Image Dataset

v19

2021-12-14 6:55am

Generated on Dec 14, 2021

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 60%
249Images
Valid Set 20%
83Images
Test Set 20%
83Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 1
Grayscale: Apply to 100% of images