pbl

PBL5

Object Detection

PBL5 Image Dataset

v2

2023-06-02 3:50pm

Generated on Jun 2, 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.
Other Formats
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Dataset Split

Train Set 87%
7806Images
Valid Set 6%
529Images
Test Set 7%
642Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 1% of pixels
traffic-sign
3210 images
traffic-sign
948 images
traffic-sign
701 images