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Neural style transfer - Class review

Neural style transfer - Class review

Neural style transfer is different from many of the algorithms you've seen up to now, because it doesn't learn any parameter, instead it learns directly the pixels of an image.

2021-08-25
Machine learning Deep learning Computer vision
class review style transfer
Face recognition - Class Review

Face recognition - Class Review

Face verification requires comparing a new picture against one person’s face, whereas face recognition requires comparing a new picture against K person’s faces. However, both of them are based on the

2021-08-25
Machine learning Deep learning Computer vision
class review face recognition
Semantic segmentation with U-Net - Class review

Semantic segmentation with U-Net - Class review

Semantic image segmentation predicts a label for every single pixel in an image with appropriate class labels.

2021-08-18
Machine learning Deep learning Computer vision
class review YOLO
YOLO algorithm

YOLO algorithm

YOLO (you only look once) is a fast detection algorithm, which is widely used in autonomous driving car.

2021-08-18
Machine learning Deep learning Computer vision
class review YOLO
Object detection - class review

Object detection - class review

Localization and detection can be used image classification, classification with localization and multiple object detection.

2021-08-18
Machine learning Deep learning Computer vision
class review object detection
怎麽添加Hexo製作的網站到Google

怎麽添加Hexo製作的網站到Google

小虎現在來到香港唸書了,所以中文博客從今日起字體都使用繁體啦~標題這個問題其實不難,我們來看看怎麽解決。

2021-08-15
HTML
hexo Google 驗證 Verification
MoblieNets - Class review

MoblieNets - Class review

Sometimes, we want our network to be low computational cost at deployment, or useful for mobile and embedded vision applications. In these cases, we can make use of MobileNet to satisfy our expectatio

2021-08-15
Machine learning Deep learning
class review MobileNets
Inception network - Class Review

Inception network - Class Review

Instead of you needing to pick one of these filter sizes or pooling you want and committing to that, you can do them all and just concatenate all the ouputs.

2021-08-15
Machine learning Deep learning Computer vision
class review inception network
Case study of classic networks - Class review

Case study of classic networks - Class review

Classic networks could be utilized in the first version of your own network. Let's see how they looks like and how do we use them.

2021-08-15
Machine learning Deep learning
class review LeNet AlexNet VGG ResNet Inception
Foundations of convolutional neural networks - Class review

Foundations of convolutional neural networks - Class review

Convolutional neural networks are widely used in computer vision because it can help you compress your network system.

2021-08-14
Machine learning Deep learning Computer vision
class review CNNs convolution
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