Thao Nguyen

Home Outside

Object Detection

Home Outside Image Dataset

v1

2022-09-16 12:11am

Generated on Sep 16, 2022

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 88%
315Images
Valid Set 8%
30Images
Test Set 4%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Blur: Up to 2.25px
Cutout: 6 boxes with 12% size each
window-door
160 images
Instances-5pnE-House-Attributes-tcoT-3Gds-GpEV-dhSw-HUay
2236 images
Instances-5pnE-House-Attributes-tcoT-3Gds-GpEV-dhSw-HUay-I7qH
1456 images
Instances-5pnE-House-Attributes-tcoT-3Gds-GpEV-dhSw-HUay-VObS
1422 images
Instances-5pnE-House-Attributes-tcoT-3Gds-GpEV-dhSw
1422 images