Weld Defect Detection
Class Labels:
HAN_GOOD = GOOD / NO DEFECT
HAN_BAD = BAD / HAS DEFECT
- Pretrained ConvNeXt tiny - finetuned with roboflow weld defect dataset containing 3000+ images
- Inference using external images - predicts weld quality and outputs confidence score and class label
- A small streamlit interface which takes image as file upload, and returns confidence score and class label
- A Python GUI which allows multiple cameras to record real-time images and predicts class labels
- Includes data logging as well