CarDetection

object detection

Object Detection

object detection Image Dataset

v1

2024-06-22 11:14am

Generated on Jun 22, 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 97%
21438Images
Valid Set 3%
675Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Rotation: Between -29° and +29°
car
8417 images
bus-motorcycle-truck-car-0bnX-truck-car-2Q8C-truck-car
9840 images
motorcycle-truck-car-0bnX-truck-car-2Q8C-truck-car
9722 images
truck-car-0bnX-truck-car-2Q8C-truck-car
9073 images