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.
☆34Updated 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:
- 钢铁缺陷检测☆13Updated 5 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。☆154Updated 5 years ago
- 无监督正样本训练 检测缺陷并分割图像☆27Updated 3 years ago
- We use MixedWM38, the mixed-type wafer defect pattern dataset for wafer defect pattern regcognition with visual transformers.☆37Updated 2 years ago
- LF-YOLO (Lighter and Faster YOLO) is used to detect defect of X-ray weld image.☆64Updated last year
- 基于YOLOv7的芯片表面缺陷检测系统(源码&教程)☆56Updated last year
- ☆17Updated last year
- 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…☆145Updated 5 years ago
- deep learning based visual inspection system for industrial quality control☆12Updated 7 years ago
- This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders☆62Updated 5 years ago
- Detecting Faults and Measuring Severity in Welding using Radiographic Images☆51Updated 5 years ago
- Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"☆314Updated 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
- A dataset of functional and defective solar cells extracted from EL images of solar modules☆280Updated last month
- This repo contains data pre-processing, classification and defect detection methodologies for images from Advance XRay Inspection from mu…☆57Updated 4 years ago
- 基于自己标注的工业图像的关键点检测,每张图片标注了4个关键点,采用的U-net网络☆12Updated 4 years ago
- Lightweight Rail Surface Defect Detection Algorithm Based on an Improved YOLOv8☆37Updated 7 months ago
- 《pytorch神经网络实践》代码☆22Updated 2 years ago
- ⚡Saliency detection for strip steel surface defects using multiple constraints and improved texture features☆36Updated 5 years ago
- 基于RFBNET实现对无人机航拍图中电力杆塔,输电线的异常检测☆48Updated 2 years ago
- ☆38Updated 2 years ago
- semiconductor wafer pattern map classified from web data sets WM-811K☆38Updated 2 years ago
- defect detection algorithm☆142Updated 2 years ago
- 实现手势控制音量☆22Updated 2 years ago
- 富士康-金属件-自动化尺寸测量-计算机视觉☆30Updated 2 years ago
- 火灾检测,浓烟检测,吸烟检测,持续更新中~欢迎star与提出指导~~请查看原文:https://blog.csdn.net/qq_46098574/article/details/107334954☆95Updated 5 years ago
- repository contain codes for IEEE BigData Cup Challange 2020☆91Updated 3 years ago
- 产 品缺陷检测☆13Updated 6 years ago
- Textile defect detection using OpenCVSharp☆42Updated 7 years ago
- [arXiv 2022.02] Human Behavior Detection Framework Based on FCOS (Object Detection) and Auxiliary Keypoints (Pose Estimation)☆17Updated 2 years ago