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Computer Vision Using Deep Learning

Extend deep learning workflows with computer vision applications

Apply deep learning to computer vision applications by using Deep Learning Toolbox™ together with the Computer Vision Toolbox™.

Apps

Image LabelerLabel images for computer vision applications
Video LabelerLabel video for computer vision applications

Functions

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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
fcddAnomalyDetectorDetect anomalies using fully convolutional data description (FCDD) network for anomaly detection
maskrcnnDetect objects using Mask R-CNN instance segmentation
detectTextCRAFTDetect texts in images by using CRAFT deep learning model

Topics

Object Detection

Semantic Segmentation

Video Classification