Vision Drive

Vehicle Detection

Object Detection

Vehicle Detection Image Dataset

v2

v1 but 80-20 split for tfrecord

Generated on Feb 20, 2024

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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.
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Dataset Split

Train Set 89%
2500Images
Valid Set %
0Images
Test Set 11%
313Images

Preprocessing

Resize: Stretch to 853x480

Augmentations

Outputs per training example: 2
Flip: Horizontal
Bounding Box: Blur: Up to 9.5px