chrisshaffer / wafer-defect-mapsLinks
Inspection equipment for the semiconductor industry saves companies millions of dollars. This project uses the MIR-WM811K Corpus» of wafer maps to build a CNN classifier to automate classification of wafer defect patterns.
☆35Updated 4 years ago
Alternatives and similar repositories for wafer-defect-maps
Users that are interested in wafer-defect-maps are comparing it to the libraries listed below
Sorting:
- 无监督正样本训练 检测缺陷并分割图像☆28Updated 4 years ago
- 本项目用深度学习的方法进行工业产品缺陷检测，替代原本人眼的产品质检。从而大幅提升工业产品合格率和降低人力成本。☆158Updated 5 years ago
- This is a repository about PCB defect detection.☆494Updated 2 years ago
- This repo contains data pre-processing, classification and defect detection methodologies for images from Advance XRay Inspection from mu…☆60Updated 4 years ago
- This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders☆62Updated 5 years ago
- Pipeline training and inference Anomalib models UI in Anomaly Detection☆99Updated 2 years ago
- This is a deep learning application project in the industrial field, intended to detect defects on the workpiece surface. The code is bas…☆86Updated 5 years ago
- LF-YOLO (Lighter and Faster YOLO) is used to detect defect of X-ray weld image.☆66Updated last year
- 钢铁缺陷检测☆13Updated 5 years ago
- Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"☆319Updated 3 years ago
- 👷胶囊表面缺陷检测withTensorflow，主要检测了凹陷和缺失部分，涉及到GPU加速☆121Updated 4 years ago
- AIFT2019-Real-time fabric defect segmentation based on convolutional neural network☆34Updated 6 years ago
- HSV色彩空间下的交通灯识别☆19Updated 2 years ago
- Textile defect detection using OpenCVSharp☆43Updated 7 years ago
- ☆48Updated 3 years ago
- About KLARF file convert to wafer defect scan map in Semiconductor trade.☆18Updated 3 years ago
- This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.☆125Updated 4 years ago
- Detecting Faults and Measuring Severity in Welding using Radiographic Images☆51Updated 5 years ago
- 《pytorch神经网络实践》代码☆22Updated 2 years ago
- Implementation of the paper: Defect Detection in Plain Weave Fabrics by Yarn Tracking and Fully Convolutional Networks☆71Updated 5 years ago
- Lightweight Rail Surface Defect Detection Algorithm Based on an Improved YOLOv8☆39Updated 9 months ago
- ☆38Updated 2 years ago
- 晶圆缺陷分割系统源码＆数据集分享 [yolov8-seg-repvit等50+全套改进创新点发刊_一键训练教程_Web前端展示]☆20Updated last year
- Training CNN model to detect defects on AOI images☆36Updated 5 years ago
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆207Updated 5 years ago
- This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" Th…☆71Updated 3 years ago
- ☆158Updated 3 years ago
- SKKU S-HERO Capstone Projects with PCB detection using Yolov5&Grad-CAM☆35Updated 2 years ago
- defect detection algorithm☆144Updated 2 years ago
- A dataset of functional and defective solar cells extracted from EL images of solar modules☆283Updated 3 weeks ago