gabriel

map

Object Detection

map Image Dataset

v1

2021-08-30 7:20am

Generated on Aug 30, 2021

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 85%
75Images
Valid Set 9%
8Images
Test Set 6%
5Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Brightness: Between -12% and +12%
Bounding Box: Blur: Up to 2.25px
lp
lpp
115 images
enmey
5116 images
mediop
103 images
val
humanoids
1075 images