university

Dashboard

Object Detection

Dashboard Image Dataset

v2

2023-07-07 11:15pm

Generated on Jul 7, 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 70%
490Images
Valid Set 20%
140Images
Test Set 10%
70Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

No augmentations were applied.
Car-Van-Bus-Truck-Dashboard
997 images
accident-or-non-accident
483 images
Cars-and-Persons
87 images
test
968 images