College

roads

Object Detection

roads Image Dataset

v1

2022-11-23 10:35pm

Generated on Nov 23, 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 87%
1620Images
Valid Set 9%
159Images
Test Set 4%
75Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Exposure: Between -26% and +26%
Blur: Up to 2px
Noise: Up to 5% of pixels
road-objects-indian-vehicle
8158 images
dl
car-bike-truck-auto
8465 images
PK
BBox
100 images