tt

Object Detection

tt Image Dataset

v1

2023-04-01 10:17pm

Generated on Apr 1, 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%
270Images
Valid Set 12%
37Images
Test Set 3%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
building
111 images
Engineering
472 images
ICT
Building-tree-window
327 images
ab
buildings-FeDm-buildings-Yv6M
1165 images