Phúc LêinVitalify AsiaOvercome the simulation gap in 3D Deep Learning with Domain RandomizationA case study on using only simulated data to train a Deep Learning model that can robustly generate 3D object from just one image.Jun 27, 2019Jun 27, 2019
Phúc LêinVitalify AsiaCreate 3D model from a single 2D image in PyTorch.How to efficiently train a Deep Learning model to construct 3D object from one single RGB image.Dec 11, 20188Dec 11, 20188
Phúc LêinVitalify AsiaWhat’s up with Deep Learning optimizers since Adam?A chronological highlight of interesting ideas that try to optimize the optimization process since the advent of Adam:Nov 30, 20184Nov 30, 20184
Phúc LêinVitalify AsiaGAN for unsupervised anomaly detection on X-ray images.An attempt at using Generative Adversarial Network to do more than just generating cool images.Nov 2, 20182Nov 2, 20182
Phúc LêinVitalify AsiaGANs as a loss function.Looking at GAN from the view of a learned loss function.Oct 26, 20182Oct 26, 20182
Phúc LêinVitalify AsiaNotes on Deep Learning Tech talk : From supervised to unsupervised learningThis is my attempt at summarizing the main points from VietAI’s Techtalk 2 that took place on Saturday, June 23 2018.Jul 3, 20182Jul 3, 20182
Phúc LêinVitalify AsiaA case-study for applying Survival Analysis on real business problem.Sample code accompanied with this article…Apr 11, 20181Apr 11, 20181
Phúc LêHow to plot a 3D Earth map using Basemap and MatplotlibNote: All the sample data and code files can be found here: https://github.com/lkhphuc/Matplotlib-3D-BasemapApr 1, 20181Apr 1, 20181
