National Taiwan University CSIE

data augmentation

Object Detection

data augmentation Image Dataset

v3

2023-10-24 5:30pm

Generated on Oct 24, 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.
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Dataset Split

Train Set 100%
663Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 20% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -20° and +20°
fishes-penguines
63 images
HW3
fish-hWFm
778 images
HW3
fish-eRfq
638 images
etoile-meduse-pingouin-requin
268 images