Magisterka

ZnakiNiemcy

Object Detection

ZnakiNiemcy Image Dataset

v2

2022-09-11 4:16pm

Generated on Sep 11, 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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 84%
1153Images
Valid Set 11%
147Images
Test Set 5%
74Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Blur: Up to 0.75px
traffic-trafficsigns-trlights
740 images
trafficsign
740 images
traffic-sign-only
740 images
asdasdasd
740 images