stage

hassan

Object Detection

hassan Image Dataset

v2

2023-07-31 11:01am

Generated on Jul 31, 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 86%
6930Images
Valid Set 5%
369Images
Test Set 9%
761Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 26% Maximum Zoom
Brightness: Between -25% and +25%
Blur: Up to 1px
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
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A
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3712 images
casque-chaussures-gillet
2594 images
casque-chaussures-gillet
2691 images
Data
2690 images