SeniorProject

Det

Object Detection

Det Image Dataset

v8

2022-11-14 4:34am

Generated on Nov 13, 2022

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.
Other Formats
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Dataset Split

Train Set 70%
1216Images
Valid Set 20%
344Images
Test Set 10%
175Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 1
Rotation: Between -7° and +7°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%