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Dalian1and2Merged

Object Detection

Dalian1and2Merged Image Dataset

v9

2023-10-12 7:01pm

Generated on Oct 12, 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 87%
2352Images
Valid Set 8%
222Images
Test Set 4%
115Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 3
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 30% Maximum Zoom
Bounding Box: Rotation: Between -20° and +20°
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 8% of pixels
streetlight-k91A-streetlight-Bpmu-QI64
93 images
trees
52 images