Road Incident Detection and Classification

Object Detection

Dataset Versions

v5

2023-02-09 1:31am

Generated on Feb 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 71%
1778Images
Valid Set 18%
458Images
Test Set 11%
285Images

Preprocessing

Modify Classes: 2 remapped, 2 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.