Defects location for metal surface Dataset

v2

2023-07-01 9:26am

Generated on Jul 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.
Other Formats
Choose another format.

Dataset Split

Train Set 93%
5760Images
Valid Set 4%
233Images
Test Set 4%
233Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Modify Classes: 10 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Exposure: Between -14% and +14%
Bounding Box: Rotation: Between -15° and +15°

Similar Projects

See More
2.4k images 1 model
2.3k images