Lm Nguyn Hong

word

Object Detection

word Image Dataset

v1

2023-09-06 9:57am

Generated on Sep 6, 2023

Popular Download Formats

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 84%
8246Images
Valid Set 16%
1579Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 192x192
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
lp
line
8102 images
train-is-cleaned
8105 images
NBL
License-plate-letter
4019 images
detect-number-of-plate-license
52 images