ECE4078

YOLO2

Object Detection

YOLO2 Image Dataset

v8

2023-09-08 8:28pm

Generated on Sep 8, 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%
9435Images
Valid Set 8%
897Images
Test Set 4%
448Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Blur: Up to 5.5px
Noise: Up to 25% of pixels