Danish Bansal

QAUpwork

Object Detection

QAUpwork Image Dataset

v6

2023-09-13 11:21pm

Generated on Sep 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.
Other Formats
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Dataset Split

Train Set 90%
336Images
Valid Set 3%
13Images
Test Set 7%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x900
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -99% and +99%
Brightness: Between -29% and +29%
Blur: Up to 1.5px