TU Kaiserslautern

Relay

Object Detection

Relay Image Dataset

v1

2023-01-11 11:53am

Generated on Jan 11, 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 90%
651Images
Valid Set 6%
45Images
Test Set 4%
29Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between 0% and +25%
Connector-and-relay
297 images
SM
relay
1498 images
Connector-with-stopper
800 images
Connector-and-relay
717 images