13. Face Recognition, Deconvolution Layer and Semantic segmentation

Lecture 51 Face Recognition

Discussion Content : Facial Recognition system, One Shot learning, Face Net, Triplet Loss, Triplet Selection

Content File : https://drive.google.com/file/d/1W1Cw...

Lecture 52 Deconvolution Layer

Discussion Content : Introduction to semantic segmentation, 1D Strided Convolution, 1D Transpose Convolution, 1D Subpixel Convolution, Transpose Convolution in 2D/Deconvolution Layer Content File : https://drive.google.com/file/d/1WC7-...

Lecture 53 Semantic Segmentation I

Discussion Content : Introduction to Semantic Segmentation, Instance Segmentation, Fully Convolutional Network for semantic segmentation Content File : https://drive.google.com/file/d/15Ju1...

Lecture 54 Semantic Segmentation II

Discussion Content : Deconvolution Network for Semantic Segmenation, Max Unpooling layer Content File : https://drive.google.com/file/d/1n_Ge...

Lecture 55 Semantic Segmentation III

Discussion Content : One Hot Encoding, Pixel Wise Cross Entropy Loss, Dice Coefficient Loss Content File : https://drive.google.com/file/d/1GS7A...

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