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: 10 days ago - Pushed at: 10 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: 27 days ago - Pushed at: 27 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: 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