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Vật cản - data

Object Detection

Vật cản - data Image Dataset

v1

Official

Generated on Oct 23, 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 85%
4678Images
Valid Set 9%
505Images
Test Set 6%
343Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
dustbin-person-dog-pothole-tree
2287 images
dustbin-person-dog-pothole-tree
2289 images
5CLASSESNOTIN2
4287 images