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.
☆32Updated 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:
- semiconductor wafer pattern map classified from web data sets WM-811K☆38Updated 2 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。☆151Updated 5 years ago
- This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders☆62Updated 5 years ago
- This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.☆116Updated 4 years ago
- This is a repository about PCB defect detection.☆479Updated 2 years ago
- Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"☆311Updated 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☆119Updated 4 years ago
- A PCB defect dataset.☆410Updated 6 years ago
- 无监督正样本训练 检测缺陷并分割图像☆27Updated 3 years ago
- This repo contains data pre-processing, classification and defect detection methodologies for images from Advance XRay Inspection from mu…☆56Updated 4 years ago
- 一款基于深度学习，提供数据标注、模型训练、模型部署、基于已有模型自动标注等功能的计算机视觉一体化平台。 操作简单，无需深度学习理论即可实现AI落地。处理分类、目标检测、目标跟踪等计算机视觉任务。 应用场景：交通执法（车辆违停、行人乱穿马路等）、工业检测（缺陷检测、物体分拣等…☆142Updated 4 years ago
- Deploy YOLOv5 detection with Streamlit☆77Updated 3 years ago
- LF-YOLO (Lighter and Faster YOLO) is used to detect defect of X-ray weld image.☆63Updated last year
- deep learning based visual inspection system for industrial quality control☆12Updated 7 years ago
- This project aims to automatically detect surface defects in Hot-Rolled Steel Strips such as rolled-in scale, patches, crazing, pitted su…☆55Updated 4 years ago
- AIFT2019-Real-time fabric defect segmentation based on convolutional neural network☆34Updated 5 years ago
- An unsupervised impurities detection method based on VAE-GAN☆11Updated 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…☆67Updated 3 years ago
- Lightweight Rail Surface Defect Detection Algorithm Based on an Improved YOLOv8☆32Updated 6 months ago
- Dataset for classification, detection and prognostics of surface defects on ball screw drives☆68Updated this week
- Pipeline training and inference Anomalib models UI in Anomaly Detection☆94Updated last year
- Textile defect detection using OpenCVSharp☆42Updated 7 years ago
- 基于YOLOv7的芯片表面缺陷检测系统（源码＆教程）☆53Updated last year
- ☆15Updated last year
- This is a deep learning application project in the industrial field, intended to detect defects on the workpiece surface. The code is bas…☆83Updated 5 years ago
- 玻璃绝缘子缺陷检测☆33Updated 4 years ago
- 使用深度学习的缺陷检测与小目标检测☆24Updated 4 years ago
- A dataset of functional and defective solar cells extracted from EL images of solar modules☆266Updated last week
- 基于OpenCV的缺陷识别和分类☆39Updated 5 years ago
- Detection and Recognition Container number.☆132Updated 2 years ago