Additive Manufacturing QA

Additive-Manufacturing-Failures

Object Detection

Additive-Manufacturing-Failures Image Dataset

v7

faster rcnn

Generated on Aug 17, 2021

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%
224Images
Valid Set 7%
16Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images
Brightness: Between 0% and +26%