Object Detection

afagh

Object Detection

afagh Image Dataset

v1

2023-03-01 12:08pm

Generated on Mar 1, 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 88%
1317Images
Valid Set 8%
117Images
Test Set 4%
57Images

Preprocessing

Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±6° Horizontal, ±5° Vertical
Exposure: Between -17% and +17%
Noise: Up to 2% of pixels
license-plate
613 images
idk
CarsPlates
613 images
car-number-plate
613 images
car-plate-number
613 images
car-number-plate
799 images