Paper Review - MUNIT
Studying image-to-image translation. Overview of 2018 ECCV paper "Multimodal Unsupervised Image-to-Image Translation".
Keep processes running after SSH session disconnects
I want to keep processes running after SSH session disconnects. During ssh into ubuntu, we can use `nohup` and `&` to ignore the input signal.
Setting up SSH server on Ubuntu
I want to set up a SSH server that is on a different port on ubuntu.
Ubuntu clone a user profile with all applications
I have a user profile all setup with all settings the way I want them. I want to copy the entire configured profile to a new user account. With these command, I can have anaconda and python setups in a newly created profile.
Brief Introduction Object Detection - RCNN and YOLO
CNN is for classification and RCNN is for object detection. The difference between object detection algorithms and classification algorithms is that in detection algorithms, we try to draw a bounding box around the object of interest (localization) to locate it within the image.
ML techniques in Speech and Speaker Recognition
ML techniques in Speech and Speaker Recognition. Including HMM, DNN-HMM, GMM-UBM, GMM-SVM, i-vector, x-vector, and i-vector/PLDA.
Some Practice Questions on GMM, SVM and K-means
Some Practice Questions on traditional ML methods. The topics cover SVM, K-means clustering, Gaussian Mixture Modelling (GMM), EM algorithm, and Dimension Reduction approaches.
Common approaches in Dimension Reduction
Explaining Curse-of-dimensionality problem, Principal Component Analysis (PCA), Fisher Discriminant Analysis (FDA), and Linear Discriminant Analysis (LDA).
Paper Review - AnimeGAN
Studying image-to-image translation. Overview of 2019 ISICA paper "AnimeGAN - A Novel Lightweight GAN for Photo Animation".
Paper Review - White-box Cartoonization
Studying image-to-image translation. Overview of 2020 CVPR paper "Learning to Cartoonize Using White-box Cartoon Representations".