chiehwenchen

ij20240404

Object Detection

ij20240404 Image Dataset

v1

2024-04-05 3:38am

Generated on Apr 4, 2024

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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 97%
603Images
Valid Set 2%
13Images
Test Set 1%
4Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -32% and +32%
bread-7B24-uEzz-syGd-CW9c-Olp0
506 images
bread-7B24-uEzz-syGd
506 images
bread-7B24-uEzz-syGd-CW9c
506 images
bread-7B24-uEzz
522 images