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automated-inspection

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djene-mengistu / simEps

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This repo contains implementation of semi-supervised defect segmentation based on pairwise similarity map consistency and ensemble-based cross pseudo labels

deep-learning pytorch semi-supervised-learning ensemble-learning industrial-automation machine-vision co-training pseudo-labeling defect-detection steel-defect-detection consistency-regularization defect-segmentation pairwise-similarity robotic-perception automated-inspection image-level-similarity-learning
  • Updated Apr 18, 2026
  • Python

lucien-vallois / vision-transformer-defect-detection

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PyTorch implementation of Vision Transformer (ViT) for automated defect detection in aerospace components. Achieves 94.2% accuracy with <200ms inference latency.

machine-learning quality-control computer-vision deep-learning aerospace pytorch transformer image-classification vit production-ready attention-mechanism gradio onnx defect-detection industrial-ai streamlit vision-transformer automated-inspection
  • Updated Nov 23, 2025
  • Python

tk-yasuno / damage_text_score

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An end-to-end pipeline for automated analysis of bridge structural damage (rebar exposure, cracks, corrosion) using **LLaVA (Large Language and Vision Assistant)**. The system generates expert-level damage descriptions from images and produces structured prioritization scores for repair planning.

crack-detection ml-pipeline risk-scoring bridge-inspection vision-language-model llava multimodal-llm infrastructure-ai automated-inspection civil-engineering-ai structural-damage-assessment bridge-damage-detection corrosion-detection rebar-exposure repair-prioritization
  • Updated Mar 31, 2026
  • Python

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