leechanbee

noodle

Object Detection

noodle Image Dataset

v2

64_64_opencv

Generated on May 23, 2023

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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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 81%
2306Images
Valid Set 13%
373Images
Test Set 6%
174Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 64x64

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 5% of images
Blur: Up to 0.25px