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深度学习在计算机视觉领域的应用

利用计算机视觉应用扩展深度学习工作流

通过将 Computer Vision Toolbox™ 与 Deep Learning Toolbox™ 结合使用,将深度学习应用于计算机视觉应用。

App

图像标注器Label images for computer vision applications
视频标注器Label video for computer vision applications

函数

全部展开

boxLabelDatastoreDatastore for bounding box label data
pixelLabelDatastoreDatastore for pixel label data
deeplabv3plusLayersCreate DeepLab v3+ convolutional neural network for semantic image segmentation
segnetLayersCreate SegNet layers for semantic segmentation
unetLayersCreate U-Net layers for semantic segmentation
unet3dLayersCreate 3-D U-Net layers for semantic segmentation of volumetric images
rcnnObjectDetectorDetect objects using R-CNN deep learning detector
fastRCNNObjectDetectorDetect objects using Fast R-CNN deep learning detector
fasterRCNNObjectDetectorDetect objects using Faster R-CNN deep learning detector
ssdObjectDetectorDetect objects using SSD deep learning detector
yolov2ObjectDetectorDetect objects using YOLO v2 object detector
yolov3ObjectDetectorDetect objects using YOLO v3 object detector
yolov4ObjectDetectorDetect objects using YOLO v4 object detector
maskrcnnDetect objects using Mask R-CNN instance segmentation
detectTextCRAFTDetect texts in images by using CRAFT deep learning model

主题

目标检测

语义分割

视频分类