poll

polll

Object Detection

polll Image Dataset

v4

2023-01-19 10:16pm

Generated on Jan 19, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 98%
20486Images
Valid Set 2%
363Images
Test Set 0%
73Images

Preprocessing

Resize: Stretch to 512x512
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -28° and +28°
Brightness: Between -22% and +22%

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