new-workspace-2elqq

lab4

Object Detection

lab4 Image Dataset

v1

Dataset

Generated on Feb 11, 2022

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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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 70%
980Images
Valid Set 20%
280Images
Test Set 10%
140Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

No augmentations were applied.
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2031 images
car-ped
1005 images
Cars-Pedestrians-Motorcycle
1971 images
traffic
2000 images
cars-trucks-persons-bikes
87 images