qingfeng582577

LAST PROJECT

Object Detection

LAST PROJECT Image Dataset

v4

2023-05-14 12:18am

Generated on May 13, 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 88%
4092Images
Valid Set 8%
351Images
Test Set 5%
213Images

Preprocessing

Isolate Objects: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -25% and +25%
Bounding Box: Rotation: Between -15° and +15°