JeehoonPark

merge

Object Detection

merge Image Dataset

v4

2023-03-16 2:29pm

Generated on Mar 16, 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 100%
1647Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Brightness: Between -25% and +25%
Blur: Up to 0.5px
Noise: Up to 1% of pixels
motor','top','bottom'
449 images
motor','top','bottom'
210 images
moving
122 images
cells
217 images