Akash Kumbar

Speed_breakers&Pothole

Object Detection

Speed_breakers&Pothole Image Dataset

v8

2023-01-30 11:05pm

Generated on Jan 30, 2023

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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 80%
4848Images
Valid Set 13%
790Images
Test Set 7%
407Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal