pulsare

makes

Object Detection

makes Image Dataset

v4

2023-11-23 1:50pm

Generated on Nov 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.
Other Formats
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Dataset Split

Train Set 96%
7410Images
Valid Set 2%
171Images
Test Set 2%
128Images

Preprocessing

Resize: Fit (black edges) in 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Exposure: Between -20% and +20%
Blur: Up to 1.25px