Hex Nuts

Stud Identification

Object Detection

Stud Identification Image Dataset

v3

2024-03-25 11:08am

Generated on Mar 25, 2024

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 70%
972Images
Valid Set 20%
279Images
Test Set 10%
138Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

No augmentations were applied.
stud-umq1
1790 images
parts-KpP7
453 images
pcb-box-webcam-packaging-webcam
1254 images
pcb-box-webcam-58EN
1180 images