Project

Bus

Object Detection

Bus Image Dataset

v3

2022-04-24 1:51pm

Generated on Apr 24, 2022

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 45%
69Images
Valid Set 3%
5Images
Test Set 2%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Blur: Up to 1px
Noise: Up to 2% of pixels
Bus
bus-components
80 images
Cars
60 images
cars-buses-bikes
30 images