Junliangwangdhu / WaferMap
☆79Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for WaferMap
- semiconductor wafer pattern map classified from web data sets WM-811K☆31Updated last year
- ☆31Updated last year
- We use MixedWM38, the mixed-type wafer defect pattern dataset for wafer defect pattern regcognition with visual transformers.☆19Updated last year
- Pattern classification on wafer maps☆13Updated 4 years ago
- Wafer map pattern classification using stacking ensemble with TF2 Keras☆10Updated 2 years ago
- Original PyTorch implementation of the paper 'Self-Supervised Representation Learning for Wafer Bin Map Defect Pattern Classification'☆20Updated 4 years ago
- A dataset of functional and defective solar cells extracted from EL images of solar modules☆227Updated last month
- This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders☆60Updated 4 years ago
- Photovoltaic cell defect detection☆79Updated 11 months ago
- The proposed idea is to use convolutional neural network (CNN) to classify defects on the semiconductor wafer substrate. There are total …☆18Updated 3 years ago
- Dataset for classification, detection and prognostics of surface defects on ball screw drives☆54Updated 3 years ago
- A PCB defect dataset.☆358Updated 5 years ago
- ☆23Updated 3 years ago
- Anomaly detection in industrial dataset(MVTEC) like capsules, texture, bottle tec... with simple layers and high performance☆31Updated 3 years ago
- Classify WM-811K wafer map for error type☆19Updated 6 years ago
- This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.☆93Updated 3 years ago
- PyTorch for classification《 Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition》☆19Updated 5 years ago
- Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"☆292Updated 2 years ago
- Pytorch implementation of UTRAD☆21Updated 2 years ago
- This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" Th…☆59Updated 2 years ago
- Defect-GLM:A Large Visual-Language Model for Industrial Defect Monitoring|首个用于工业缺陷监测的开源大规模视觉语言模型☆58Updated 2 months ago
- Unsupervised classification of the North Eastern University Steel Surface Defects Database☆29Updated last year
- ⚡EDRNet:Encoder-Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects☆49Updated 3 years ago
- Industrial Defect Diffusion Model (NOT JUST INDUSTRIAL DEFECT~), support DDPM, DDIM and multi-GPU distributed training. 分布式训练,生成模型,扩散模型☆11Updated last year
- Analyzed real-world foundry data and built a classifier to detect semiconductor wafer defects during the manufacturing process.☆18Updated 6 years ago
- demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch☆36Updated 4 years ago
- Increased yield of semiconductor wafer maps through classification of defective types of semiconductor wafer maps☆9Updated 3 years ago
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆178Updated 4 years ago
- Pytorch implementation of "Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery"☆56Updated 4 years ago
- mobile phone screen surface defect segmentation (detection) dataset.☆45Updated last month