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Object Detection

ex Image Dataset

v1

2023-09-20 12:15pm

Generated on Sep 20, 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 92%
93Images
Valid Set 8%
8Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Mosaic: Applied
people, cars, dogs, bicyle
33 images
cars, people, signs
41 images
person, car, bickycle
50 images
person, car, bicycle
42 images
person, car, cycle
33 images