Nguyễn Quân

1350_images

Object Detection

1350_images Image Dataset

v4

450-quan-v4

Generated on May 13, 2022

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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
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Dataset Split

Train Set 85%
888Images
Valid Set 9%
96Images
Test Set 6%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 416x416

Augmentations

Outputs per training example: 3
Brightness: Between -22% and +22%
Noise: Up to 6% of pixels
strawberry
1852 images
ripe-unripe-peduncle
946 images
31426007572
1021 images
31426007570
1021 images