momen Ashraf

yolo

Object Detection

yolo Image Dataset

v2

2023-02-23 10:46pm

Generated on Feb 23, 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 96%
969Images
Valid Set 2%
16Images
Test Set 2%
20Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Brightness: Between -37% and +37%
Blur: Up to 2.25px
momen_symbol_only
510 images
symbols_only
597 images
square-circle-triangle-cross
70 images
cross-rectangle-triangle-circle
116 images