darknet

single-class

Object Detection

single-class Image Dataset

v1

2022-07-05 9:25am

Generated on Jul 5, 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.
Other Formats
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Dataset Split

Train Set 86%
257Images
Valid Set 8%
23Images
Test Set 6%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
Grayscale: Apply to 25% of images
traffic-new
284 images
new-traffic
1282 images
gray-traffic
1282 images
TFG
Traffic-Signals
554 images