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GitHub topics: defect-segmentation

covisionlab/dynamic_label_injection

Official implementation of "Dynamic Label Injection for Imbalanced Industrial Defect Segmentation" accepted at VISION Workshop - ECCV 2024

Language: Python - Size: 48.2 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 12 - Forks: 2

djene-mengistu/dseg_models

This repo contains implementation of deep learning-based steel surface defect segmentation models. Extensive experiments on several deep learning frameworks have been presented with various performance analysis and comparison.

Language: Python - Size: 13.1 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 16 - Forks: 2

covisionlab/diffusion_labeling

Official implementation of "Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation Map" accepted at Synthetic Data for Computer Vision Workshop - CVPR 2025

Language: Python - Size: 71.3 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

NeroHin/defect-detection-and-segment-deep-learning

Detection and Segmentation in Powder Spreading Process of Magnetic Material Additive Manufacturing

Language: Jupyter Notebook - Size: 63.1 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 1

djene-mengistu/UAPS

This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in semi-supervised defect segmentation setting.

Language: Python - Size: 4.78 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 1

djene-mengistu/simEps

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

Language: Python - Size: 158 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1