hasin 2

final_merge

Object Detection

final_merge Image Dataset

v1

2023-05-07 12:28pm

Generated on May 7, 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 86%
9687Images
Valid Set 8%
877Images
Test Set 6%
651Images

Preprocessing

Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -20% and +20%
market-product
1439 images
market-product
3514 images
market-product
1262 images
market-
264 images