Considering that the traditional detection of fabric defect can be time-consuming and less-efficient, a modified faster regional-based convolutional network method (Faster RCNN) based on the VGG structure is proposed. In the paper, we improved the Faster
接着定义了 DetectionTrainer 类,该类用于处理目标检测任务的训练过程。 在build_dataset 方法中,程序根据传入的图像路径和模式(训练或验证)构建 YOLO 数据集。该方法会根据模型的步幅计算出合适的图像大小,并调用 build_yolo_dataset 函数来创建数据集。 get_dataloader 方法用于构建数据加载器。它根据模式(训练或验证...
We also offer some novel solutions to address the new challenges of our dataset, as part of the baseline experiments. It is our hope that ZJU-Leaper can accelerate the research of automated visual inspection and empower the practitioners with more opportunities for manufacturing automation in the ...
A weakly annotated fabric defect dataset. Contains 24 512x512 images. Every image has a 512x512 mask. The mask has one rectangular bounding box covering the entire defect but has pixels of fabric without defect. This makes the defect detection task challenging. ...
To address this challenge, this paper proposed an improved YOLOv4 target detection algorithm: using a combined data augmentation method to expand the dataset and improve the robustness of the algorithm, obtaining the anchors suitable for fabric defect detection by using the k-means algorithm to ...
The two DHU fabric defect datasets (DHU-FD-500 dataset and DHU-FD-1000 dataset) are collected from Donghua University (DHU) to verify the validity of the proposed model structure. The Aliyun-FD-10500 is collected from the public fabric deflection classification, i.e., TianChi competition [35...
dataset refresh 12 Need Assistance 12 Data Source Error 11 @NeedHelp 11 @PBIRS 11 "data refresh" 11 On Prem 11 SSAS Tabular 11 query 11 PowerBi and SSRS Server 11 Help appreciated 11 Power BI Report Server URL 11 Power BI Embedded 11 schedule 11 on prem...
Refresh dataset 12 Redshift 12 Live Connection 12 Report Server + SQL 12 "Power BI Report Server" "sql server" 12 Power Query 12 Oracle Data Source Issue 12 error message 12 Power Automate 12 APIS and Embedding 12 custom authentication 12 Embedded power Bi server r...
织物缺陷分割系统源码&数据集分享 [yolov8-seg-C2f-Faster等50+全套改进创新点发刊_一键训练教程_Web前端展示] - Fabric-defect30/train.py at main · YOLOv8-YOLOv11-Segmentation-Studio/Fabric-defect30
织物缺陷分割系统源码&数据集分享 [yolov8-seg-C2f-Faster等50+全套改进创新点发刊_一键训练教程_Web前端展示] - Fabric-defect30/val.py at main · YOLOv8-YOLOv11-Segmentation-Studio/Fabric-defect30